Research Methodology Revision Questions

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Questions and Answers

What is defined as a bundle of meanings or characteristics associated with certain events, objects, conditions, situations, and the like?

  • Concept
  • Variable
  • Construct (correct)
  • Definition

Which type of study primarily aims to acquire knowledge?

  • Exploratory (correct)
  • Descriptive
  • Descriptive and Diagnostic
  • Diagnostic

What condition indicates a Type-I error occurs?

  • Both the null hypotheses and the alternative hypotheses are accepted
  • The null hypotheses get accepted even if it is false
  • The null hypotheses get rejected even if it is true (correct)
  • No hypotheses are tested

Which of the following is not a defined method of research?

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

What is required before pursuing research?

<p>Formulating a research question (D)</p> Signup and view all the answers

What do concepts represent in research?

<p>Frameworks for understanding variables (C)</p> Signup and view all the answers

In research, what follows the formulation of a hypothesis?

<p>Selection of Research Tools (B)</p> Signup and view all the answers

Which two types is a concept divided into?

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

Which of the following describes a situation where incorrect questionnaire design affects the research process?

<p>Primary data collection problem (C)</p> Signup and view all the answers

What type of data does existing company information represent?

<p>Secondary data (D)</p> Signup and view all the answers

What is the most challenging step in the computing research process that involves clarifying unclear problems?

<p>Defining the problem and research objectives (D)</p> Signup and view all the answers

Which sampling technique is preferred when the population size is finite?

<p>Systematic Sampling Technique (B)</p> Signup and view all the answers

Which of the following is categorized as a non-probability sampling method?

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

What type of measurement scale includes a natural zero point?

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

What is the term for a complete list of all the units from which a sample may be drawn?

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

When analyzing an entire population rather than a subset, this approach is referred to as what?

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

What is the purpose of a research proposal?

<p>To outline the research objectives and expected outcomes. (C)</p> Signup and view all the answers

Which type of questions only allows for two possible alternatives?

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

What does longitudinal design refer to in research?

<p>A study conducted to map changes over a distinct period. (B)</p> Signup and view all the answers

What is the first purpose of conducting a survey?

<p>To provide information. (A)</p> Signup and view all the answers

What best describes a sample in research?

<p>A subset of the population selected for the study. (D)</p> Signup and view all the answers

When identifying causes of a problem, which study type should be used?

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

The questionnaire is typically filled out by which individual?

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

Which of the following represents core elements of a research process?

<p>Introduction; Literature Review; Research Methodology; Results (A)</p> Signup and view all the answers

Flashcards

Variable

A measurable image, perception, or concept that can vary or change.

Formulating a Research Question

The first step in research, it guides the direction of the study. It's a clear and specific question about the topic you want to explore.

Type I Error

An error that occurs when you reject the null hypothesis when it's actually true. It means you found a difference when there really wasn't one.

Depth of Research

The depth of research is judged by its objectives, not its duration or expenditure. The research objectives should be clear, specific, and achievable.

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Research Methods

A set of methods used to gather information and answer research questions. Common methods include surveys, experiments, and observations.

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What is research?

Research involves a systematic and scientific approach of investigating a problem to find truth and solutions. It's a process of inquiry, not just casual searching.

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Exploratory Research

The main purpose of exploratory research is to gain initial insights into a topic. It helps you to understand the problem better before applying more focused methods.

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Concept

Concepts are the core ideas or building blocks of research. They are abstract representations of complex ideas.

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Research Proposal

A formal document that outlines the research goals, how they will be achieved, and the expected outcomes.

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Unit of Analysis

The main element or subject being studied in a research project. It's the 'who' or 'what' you are investigating.

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Survey

A type of study that gathers detailed information about a specific population or topic at a single point in time.

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Longitudinal Design

A research method where data is collected over a long period, allowing researchers to observe changes and trends over time.

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Dichotomous Questions

A type of question that presents two distinct options for a respondent to choose from.

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Problem Formulation

The process of identifying and defining a problem that requires a solution.

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Questionnaire

A systematic collection of data using a set of questions to gather information from a specific group.

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Research Process

The core components of a research study, including the introduction, literature review, methodology, results, and discussions/conclusions.

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Scientific research

A research study is considered scientific when it follows systematic procedures, collects data objectively, analyzes findings with statistical rigor, and draws conclusions based on evidence.

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Primary data?

Primary data is collected directly from the source, usually through surveys, interviews, or experiments.

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Secondary data?

Secondary data is already existing information collected by others, often from published reports, databases, or government records.

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Defining the research problem

The process where the researcher identifies and clarifies the problem or issue they want to address. This is the foundation of the entire research project.

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Systematic sampling

A systematic sampling technique involves selecting every kth element in a population, where k is the sampling interval. It's like picking every 5th person in a line.

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Non-probability sampling

Non-probability sampling refers to methods where the selection of participants is not based on chance but involves choosing specific individuals based on criteria or convenience.

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Ratio scale

Ratio scales have a true zero point, meaning the absence of the attribute being measured. This allows for meaningful comparisons of ratios.

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Split-half method

The split-half method is a way to test the internal consistency of a measurement tool. It involves randomly dividing the items into two halves and comparing the scores on both halves.

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Study Notes

Revision Questions - Research Methodology

  • Q1: A measurable concept, perception, or image is called a variable.

  • Q2: Prior to research, a research design, formulation of a research question, and data analysis procedure are all necessary steps but formulating a research hypothesis is not.

  • Q3: Type I error occurs when the null hypothesis is rejected even if it is true.

  • Q4: The depth of research is judged by the research objectives, not by title, duration, or expenditure.

  • Q5: Survey is a method of research.

Research Types

  • Q6: Research is a scientific process of discovering the truth.

  • Q7: Following the formulation of hypothesis comes the statement of objectives, selection of research tools, and collection of data.

  • Q8: Descriptive studies aim to acquire knowledge.

  • Q9: Diagnostic research examines the association or disassociation among variables.

  • Q10: A concept is a bundle of meanings associated with events, objects, and situations.

  • Q11: Concepts act as a guide.

  • Q12: Concepts are either abstract or concrete.

  • Q13: A quantitative research question should extend the research’s purpose, specify the question, explain the variables of interest, and specify the materials to consider for the study.

  • Q14: Reviewing relevant literature ensures you know the current context and knowledge base in your research area.

Units and Analysis

  • Q15: The unit of analysis includes variables, sample, and constructs.

  • Q16: Research proposals specify objectives, design, and expected outcomes of a study.

  • Q17: A survey is a descriptive and fact-finding study method.

  • Q18: A survey involves an enumerator and a respondent.

  • Q19: Surveys aim to provide information.

  • Q20: Dichotomous questions have only two options.

  • Q21: The core elements of research include introduction, data collection, data analysis, conclusions, recommendations, literature review, data, conclusions and bibliography.

Problem Formulation and Investigation

  • Q22: Identifying the causes of a problem (diagnostic) and a possible solution is associated with a field study, a diagnostic study or an action study or a pilot study.

  • Q23: Formulating a research problem involves stating the problem and understanding its nature.

  • Q24: Questionnaires are filled by respondents.

  • Q25: The main problems in questionnaires concern respondent accessibility, anonymity and the ability to provide information.

  • Q26: Longitudinal studies track changes over time.

  • Q27: Research objectives are useful to achieve a reasonable return on the investment.

  • Q28: An example of a primary data collection issue is a flawed or improper questionnaire design.

  • Q29: The existing company information is considered secondary data.

  • Q30: Identifying the root causes of problems is often the most challenging part of research.

  • Q31: Researchers often use systematic sampling in finite populations.

  • Q32: Quota sampling, a non-probability sampling technique, is one of them.

  • Q33: Ratio scales have a natural zero point, nominal scales lack order, and ordinal scales have an order, and interval scales have an equal unit difference.

  • Q34: Some examples of non-random sampling methods are cluster sampling, stratified sampling and systematic sampling.

  • Q35: A complete list of all the sampling units is called a sampling frame.

Sampling and Validity

  • Q36: The split-half method assesses internal consistency.

  • Q37: A sampling unit is the basic element in a population.

  • Q38: Non-random methods include those involving convenience, quota, or accidental sampling.

  • Q39: Examining the whole population is a census.

  • Q40: Random sampling is synonymous with probability sampling.

Research Approaches

  • Q41: Research classifies as scientific when it adopts a structured approach.

  • Q42: Qualitative and quantitative research methods differ from qualitative research methodology which is the science of the method and quantitative research methodology that is the science of quantity.

  • Q43: Key characteristics and qualities for good research include qualities like reliability, dependability, and validity.

  • Q44: Four broad research types are descriptive, correlational, explanatory, and exploratory.

  • Q45: Qualities of good research include reliability, validity, and dependable data.

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