Business Research Methods Chapter 6: Problem Definition A Sea Horse’s Tale Problem discovery Problem Discovery and Definition Sampling Selection of exploratory research technique Secondary (historical) data Experience survey Probability Pilot study Case study Data Gathering Data Processing and Analysis Problem definition (statement of research objectives) Experiment Laboratory Conclusions and Report Survey Field Interview Nonprobability Collection of data (fieldwork) Editing and coding data Data processing Selection of basic research method Research Design Selection of exploratory research technique Questionnaire Observation Secondary Data Study Interpretation of findings Report “The formulation of the problem is often more essential than its solution.” Albert Einstein Problem Definition • The indication of a specific business decision area that will be clarified by answering some research questions. Defining Problem Results in Clear Cut Research Objectives Symptom Detection Analysis of the Situation Problem Definition Statement of Research Objectives Exploratory Research (Optional) The Process of Problem Definition Ascertain the decision maker’s objectives Determine unit of analysis Understand background of the problem Determine relevant variables Isolate/identify the problem, not the symptoms State research questions and objectives Ascertain the Decision Maker’s Objectives • Decision makers’ objectives • Managerial goals expressed in measurable terms. 8 The Iceberg Principle • The principle indicating that the dangerous part of many business problems is neither visible to nor understood by managers. Understand the Background of the Problem • Exercising judgment • Situation analysis - The informal gathering of background information to familiarize researchers or managers with the decision area. 10 Isolate and Identify the Problems, Not the Symptoms • Symptoms can be confusing 11 Symptoms Can Be Confusing Twenty-year-old neighborhood swimming association: • Membership has been declining for years. • New water park -residents prefer the expensive water park???? • Demographic changes: Children have grown up Organization Twenty-year-old neighborhood swimming association in a major city. Symptoms Membership has been declining for years. New water park with wave pool and water slides moved into town a few years ago. Problem Definition Based on Symptom True Problem Neighborhood residents prefer the expensive water park and have negative image of swimming pool. Demographic changes: Children in this 20year-old neighborhood have grown up. Older residents no longer swim anywhere. What Language Is Written on This Stone Found by Archaeologists? TOTI EMUL ESTO The Language Is English: To Tie Mules To TOTI EMUL ESTO Problem definition Creativity techniques Analytical Intuitive Progressive abstraction Interrogatories (5W’s+H) Boundary examinations Associations/Images Wishful thinking Brain storming Analogy/metaphor Individuals vs. groups Problem definition GAP analysis Unintended situation Normal situation Problem definition Disturbing problems Ideal situation Definition of opportunities Entrepreneurial problems Problem definition Progressive Abstraction Technique 1. Basic description of the problem 2. Gradually moving towards a higher level of abstraction (until a usable definition has been reached) - the problem is automatically extended, new definitions may show up - new definitions can be evaluated regarding applicability - when a higher level of abstraction has been reached, it is often easier to identify solutions 3. The decision maker/analyst is forced into a systematic way of searching for substructures and relationships Problem definition Boundary examination technique 1. Purpose: to restructure the assumptions and to develop new ways of looking at the problem 2. Procedure: •describe the problem, as it looks at the moment •identify key elements in the definition and examine them to reveal underlying assumptions •analyse each assumption and identify its causes and effects •redefine the problem based on the deeper understanding of the elements achieved during this process •3. Advantages: •provocative definition of the problem •reveals limits which are difficult to identify •stresses the need of a flexible definition of the problem Problem definition Interrogatories W’s+H (who, what, where, when, why, how) 1. Purpose: To make sure that all aspects of the problem has been considered 2. Procedure: - construct questions for each of the 5 W’s+H - answer the questions - evaluate the proposed answers - if an improvement shows up: is it cost efficient? if so change accordingly Very efficient technique which can be applied in any phases of the problem definition Problem definition Wishful thinking technique 1. Purpose: To isolate the process of defining the problem from non-recognized but irrelevant alternative assumptions 2. Procedure: - formulate questions, targets, situations or a problem - accept that everything is possible - use imagination to formulate statements like: “I would like to..” or “If I could choose…” - examine each statement and apply it as a stimuli - return to reality and formulate statements like: “Even if I can’t do it, then I can…” - repeat the last three steps if needed Problem definition Brain storming 1. Purpose: To generate as many ideas as possible 2. Procedure: - select a problem, which all participants have some knowledge/ experience about - describe the problem in a neutral way - write down all suggestions on a board, so everybody can see them - evaluation must not start until all ideas have been mentioned - try to force more ideas - strive for as many ideas as possible so quality can be extracted from quantity - accept all ideas - even the most absurd - stimulate associations and extensions of generated ideas Determine the Unit of Analysis • Individuals, households, organizations, etc. • In many studies, the family rather than the individual is the appropriate unit of analysis. 23 Determine the Relevant Variable • Anything that may assume different numerical values 24 Types of Variables • • • • Categorical Continuous Dependent Independent Hypothesis • An unproven proposition • A possible solution to a problem • Guess State the research questions and research objectives 27 If you do not know where you are going, any road will take you there. Broad research objectives Statement of business problem Exploratory research (optional) Specific Objective 1 Specific Objective 2 Specific Objective 3 Research Design Results Influences of definition Feedback Specific Objective I Statement of Problem Exploratory Research (Optional) Broad Research Objectives Specific Objective II Specific Objective III Research Design Results The Process of Problem Definition Ascertain the decision maker’s objectives Determine unit of analysis Understand background of the problem Determine relevant variables Isolate/identify the problem, not the symptoms State research questions and objectives Basic Questions Problem Definition • • • • • • • What is the purpose of the study? How much is already known? Is additional background information necessary? What is to be measured? How? Can the data be made available? Should research be conducted? Can a hypothesis be formulated? Basic Questions Basic Research Design • What types of questions need to be answered? • Are descriptive or causal findings required? • What is the source of the data? Basic Questions Basic Research Design • Can objective answers be obtained by asking people? • How quickly is the information needed? • How should survey questions be worded? • How should experimental manipulations be made?