Mgt 540 Research Methods Phase II: Sekaran A different perspective 1 Hallmarks of Science Purposiveness Rigor Testability Replicability Precision and Confidence Objectivity Generalizability Parsimony 2 Reality check? 100% scientific inquiry in “management?” Exactness? Error-free? Is Management a “science” or an “art?” 3 The (Basic) Research Wheel Induction #3 - Comprehend Patterns #2 - Recognize Deduction Hypotheses #4 - Relate Now, to make it a little more complex … Induction #1 - Notice Observations / Data 4 Hypothetico-deductive method Fig. 2-1 “Building Blocks of Science” #1 Notice 5 Theoretical Framework Hypothesis •Hypothesis generation via induction •Hypothesis testing via deduction Look at Example 2.2 and 2.3 6 Deduction / Induction Induction is a process of drawing inferences from observed phenomena which may be subsequently tested through research. [A form of reasoning in which a generalized conclusion is formulated from particular instances ] For instance – if a manager oberves that people residing at distances beyond 50 miles from the workplace remain absent more frequently than those he knows to reside close by, and infers thateby that distance is a factor in absenteeism, this is an inductive process. Deduction is a process of arriving at a conclusion from the result of data analysis. [A form of reasoning in which conclusions are formulated about particulars from general or universal premise ] For example, data analysis can infer that turnover problems can be minimized by a)flexible work hours; b) recognizing superior performance through suitable merit pay raises, and c) enriching certain jobs. 7 Steps in Hypothetico- Deductive Model 1. 2. Observation Preliminary information gathering 3. 4. 5. 6. 7. Interviews Literature surveys Theory formulation Hypothesizing Further scientific data collection Data analysis Deduction 8 Hypothetico-deductive method Fig. 2-1 “Building Blocks of Science” #1 Notice #2 Learn #3 Relate #7 Deduction #4 Induction #6 - Learn #5 Collection 9 Business Research Software Groupware Neural networks Form of “action” oriented aids ERP Project based on past data CAM / CAD Focus groups, group interviews Integrated data management Data Analytic SPSS or SAS Jmp-In Excel 10 Emerging technologies Handhelds Interactive devices Digital whiteboards Videoconferencing Virtual reality Linking PCs to other electronic devices 11 Data use Operations Management / Research Data warehousing Central repositories Data mining Application Research 12