WEAK 2. Types and Classes of Research

Zulfiqar Ali, Ph.D

Assistant Professor of Statistics, CSS, University of the Punjab, Lahore

October 11, 13, 2023

Descriptive vs. Analytical

  • The world of research is vast and diverse, with various types of research methods available to investigators.

  • In this presentation, we will explore two fundamental types of research: Descriptive and Analytical research.

Descriptive Research

  • Descriptive research aims to provide a comprehensive view of the current state of affairs.

  • It includes surveys and fact-finding inquiries of different kinds.

  • Purpose: Description of the existing situation.

  • Control Over Variables: Limited control; can only report what has occurred or is occurring.

  • Common Term: Often referred to as “Ex post facto research” in social science and business research.

Characteristics

  • No control over variables.
  • Focuses on measuring items such as frequency, preferences, or similar data.
  • Researchers seek to understand what has happened.

Methods Used

  • Survey methods, including comparative and correlational approaches.

Analytical Research

  • Analytical research, in contrast, involves the analysis of existing facts or information.

  • Researchers critically evaluate available data to gain insights and draw conclusions.

  • Purpose: Critical evaluation of existing material.

  • Control Over Variables: Utilizes facts or information already available.

Characteristics

  • In-depth analysis of existing data.
  • Emphasis on critical evaluation and drawing conclusions.
  • Requires researchers to analyze available information.

Methods Used

  • Utilizes existing data.
  • Researchers assess and evaluate data to form conclusions.

APPLIED vs. FUNDAMENTAL RESEARCH

Introduction

  • Research can be categorized into two main types: Applied (or Action) Research and Fundamental (or Basic) Research.

  • These two types of research have distinct purposes and goals. Let’s explore the differences between them.

Applied Research

  • Applied research is conducted with the primary aim of finding practical solutions to immediate problems faced by society, industries, or organizations.

  • Purpose: Solving real-world problems.

  • Focus: Addresses concrete issues or challenges.

  • Examples: Identifying solutions for social, economic, or business problems; studying trends that may affect specific institutions; marketing research; evaluation research.

Characteristics

  • Outcome-oriented.
  • Seeks specific conclusions or solutions.
  • Addresses practical, pressing issues.

Goals

  • Discovering solutions to real-world problems.
  • Providing actionable recommendations.

Fundamental Research

  • Fundamental research, on the other hand, is primarily concerned with generalizations and the formulation of theories.

  • It seeks to expand our understanding of underlying principles.

  • Purpose: Advancing theoretical knowledge.

  • Focus: Establishing general principles and theories.

  • Examples: Research on natural phenomena, pure mathematics, studies of human behavior for the sake of generalizations.

Characteristics

  • Theory-driven.

  • Focuses on building a broad knowledge base ## Goals

  • Developing theories and principles.

  • Adding to the body of scientific knowledge.

QUANTITATIVE vs. QUALITATIVE RESEARCH

  • Research can be broadly categorized into two main approaches: Quantitative and Qualitative.

  • These two approaches have distinct characteristics and are suited for different types of research questions. Let’s explore the differences between them.

Quantitative Research

  • Quantitative research is focused on the measurement of quantity or amount.

  • It is applicable to phenomena that can be expressed in terms of numbers and quantifiable data.

  • Purpose: Measurement and quantification.

  • Focus: Numerical data, statistics, and objective observations.

  • Examples: Surveys, experiments, statistical analysis, and numerical modeling.

Characteristics

  • Employs structured data collection methods.
  • Emphasizes objectivity and reproducibility.
  • Utilizes statistical analysis for drawing conclusions.

Goals

  • To quantify and measure phenomena.
  • To establish relationships between variables.

Qualitative Research

  • Qualitative research is concerned with qualitative phenomena, such as the quality or nature of a phenomenon.

  • It explore the subjective aspects of research and explores the “why” and “how” of human behavior.

  • Purpose: Understanding the underlying motives, desires, and qualities.

  • Focus: Subjective experiences, perceptions, and in-depth exploration.

  • Examples: Motivation research, in-depth interviews, word association tests, attitude or opinion research.

Characteristics

  • Utilizes open-ended data collection methods.
  • Emphasizes subjective interpretation.
  • Focuses on exploring depth and context.

Goals

  • To gain insights into human behavior, motives, and perceptions.
  • To uncover underlying qualities and meanings.

Application Challenges

  • Qualitative research, especially in the behavioral sciences, can be challenging to apply in practice. Seek guidance from experimental psychologists when conducting such research.

CONCEPTUAL vs. EMPIRICAL RESEARCH

  • Research can be categorized into two main approaches: Conceptual and Empirical.

  • These approaches have distinct characteristics and are employed in different contexts. Let’s explore the differences between them.

Conceptual Research

  • Conceptual research is related to abstract ideas or theories.

  • It is often used by philosophers and thinkers to develop new concepts or reinterpret existing ones.

  • Purpose: Developing and exploring abstract ideas or theories.

  • Focus: Theoretical concepts and philosophical exploration.

  • Examples: Philosophical inquiries, concept development, theory reinterpretation.

Characteristics

  • Emphasizes abstract thinking and theoretical exploration.
  • Focuses on conceptual frameworks and ideas.
  • May not rely heavily on empirical data or observation.

Goals

  • To advance theoretical understanding.
  • To develop new concepts or reinterpret existing ones.

Empirical Research

  • Empirical research relies on direct experience or observation, often without strict adherence to established theories or concepts.

  • It aims to generate data that can be verified through observation or experimentation.

  • Purpose: Gathering data and drawing conclusions based on observation or experiment.

  • Focus: Data-driven research, hypothesis testing, and experimentation.

  • Examples: Experimental research, surveys, observations.

Characteristics

  • Data-centric approach.
  • Relies on systematic data collection.
  • Employs experimentation and observation to draw conclusions.

Goals

  • To collect verifiable evidence.
  • To establish causal relationships between variables.

Application and Control

  • In empirical research, researchers actively seek to manipulate variables to study their effects.

  • They control the experimental conditions to gather firsthand data.

OTHER TYPES OF RESEARCH

Introduction

  • In addition to the primary research approaches we’ve discussed, there are various other types of research that are variations or combinations of these approaches.

  • These variations are often based on the purpose of the research, the time required, the research environment, or other factors. Let’s explore some of these different types of research.

Variations Based on Time

1. One-Time Research

  • Research conducted within a single time period, focusing on specific objectives within that time frame.

2. Longitudinal Research

  • Research carried out over several time periods to track changes, developments, or trends over an extended period.

Variations Based on Environment

3. Field-Setting Research

  • Research conducted in real-world settings, such as natural environments, communities, or organizations.

4. Laboratory Research

  • Research carried out in controlled, artificial settings like laboratories, where variables can be manipulated and controlled.

5. Simulation Research

  • Research involving computer simulations to model and study complex systems or scenarios.

Variations Based on Approach

6. Clinical or Diagnostic Research

  • Research using case-study methods or in-depth approaches to explore and understand complex causal relationships. Often involves small samples and in-depth data analysis.

7. Exploratory Research

  • Research focused on developing hypotheses rather than testing them, often used to generate new ideas and concepts.

8. Formalized Research

  • Research characterized by structured methodologies and specific hypotheses to be tested.

Variations Based on Purpose

9. Historical Research

  • Research that utilizes historical sources like documents and remains to study events, ideas, and philosophies of the past.

10. Conclusion-Oriented Research

  • Research where the researcher has flexibility to choose a problem, redesign the inquiry, and conceptualize as needed.

11. Decision-Oriented Research

  • Research conducted with the primary goal of assisting decision-makers, often with specific constraints and objectives.

12. Operations Research

  • A specific example of decision-oriented research that provides quantitative bases for operational decisions in executive departments.