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Mgt 540 Research Methods Research Framework. The Basic Research Process. Conceptual / Theoretical framework. Theoretical Framework. 5 Basic Features Identifying and labeling variables correctly Stating the relationships among the variables of interest
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Mgt 540 Research Methods Research Framework
Theoretical Framework • 5 Basic Features • Identifying and labeling variables correctly • Stating the relationships among the variables of interest • Theorizing the nature and direction of these relationships • Explaining how or why we expect the relationships to exist • Offering a schematic diagram of the model
Common flaws • Including elements that are not part of the theoretical framework • Including moderating variable in the hypothesis • Treating moderating variable as an independent variable
Moderating Variable p. 92Building models with increasing complexity
Independent Variable effect Exercise 5.5 and 5.6, pg. 93 / 94
Delta Airlines Adding intervening variable Intervening Variable – Strong theoretical model with face validity
Exxon Mobil is a well-oiled machine that is pumping profits. How does it do it? By using technology to evaluate potential deposits. It displays a 3-D computer image, IMAX style, on a 32 -foot wrap around screen. It then drills underwater. Once oil is found, Exxon Mobil (EM) pumps the oil without any significant lapse of time. Its investment in R&D is over $ 600 million per year, and it employs 15OO Ph.Ds. Unlike companies that finance both applied and basic research, EM demands work that produces a measurable impact and competitive advantage. Dissemination of findings among scientists is thus high. EM is also getting payoffs from older technologies, like increasing the recovery rate from existing deposits. For example, the so called reservoir analysis has enabled EM to boost reserves and improve recovery from fields. The merger of the two companies, Exxon and Mobil was remarkable, given their two divergent philosophies and cultures. Exxon had top efficiency born out of command and control, while Mobil was loose and informal; but the elaborate restructuring worked out well. The return on capital deployed was 21% in the year 2000, more than double the level of the past two years and the best among big oil companies.
Exxon-Mobile • What accounts for Exxon-Mobil’s success? (dependant variable) • Three (independent) variables • Use of old and new technologies • Investment in R&D (expecting results) • Blending of two different cultures • Dissemination of information • Intervening variable • Diagram the theoretical framework
Exxon - Mobil Use of New & Old Technology Investment in R&D with Expectation of Results Dissemination of Information Success of EM ($$$) Blending two different cultures Independent Variables Intervening Variable Dependant Variable
Once given, perks are extraordinarily hard to take away without seriously decreasing employee morale. The adverse effects of these cuts far outweigh the anticipated savings in dollars. Research has shown that when the reason behind the cuts is explained to employees, morale does not drop. Withholding Perks Employee Morale Dependant Variable Independent Variables Explanation of cuts Moderating Variable
Hypotheses (p. 105-107) • Statement of a relationship between two or more variables. • “null” hypotheses is phrased to equal “0” (no relationship) • “alternative” hypotheses is phrased to show some definitive relationship (difference)
Haines Company (Ex 5.9) Working Conditions Vacation Benefits Morale Pay Happiness Side Income
Haines Company (Ex 5.12) • Ho: There is no relationship between working conditions and the morale of employees. • HA: If working conditions are improved, then the morale of the employees will also improve. • HO: There is no relationship between vacation benefits and employees' morale. • HA: Better vacation benefits will improve employees' morale. • HO: There is no difference in the relationship between pay and happiness among those who have side incomes and those who do not. • HA: Only those who do not have side incomes Mil become happier if their pay is increased. • HO: There is no relationship between happiness and morale. • HA.- Happiness and morale are positively correlated. • HO: Working conditions, vacation benefits, and pay have no influence on the morale of employees. • HA: Working conditions, vacation benefits, and pay all have a positive influence on morale.
Modeling from qualitative theoryExample 5.21, p. 109 and (fig. 5.11, p. 111)