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2015 | OriginalPaper | Buchkapitel

4. Research Design and Methodology

verfasst von : Stephanie Hintze

Erschienen in: Value Chain Marketing

Verlag: Springer International Publishing

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Abstract

This study uses a multi-target research approach and connects VCM with the marketing of innovation. Exploring the meaning of VCM in industrial value chains and understanding the way of practicing and implementing VCM forms the first goal of this thesis. The second goal is to investigate the different VCM approaches and to analyze their effectiveness to increase the success rate of innovations. The third goal is to compare the performance of VCM strategies and to study systematically the impact of the identified factors for the supplier’s marketing success. This effect analysis is essential to determine which factors are sensitive, i.e. produce significant differences in the performance. Considering the interaction effects, the analysis helps to test the robustness of VCM strategies and supports suppliers’ choice of marketing strategy. In this thesis, a two-phase approach is selected. It starts with case study research and continues with a computational methodology. This implicates that the results of the case study are used to design a subsequent agent-based model. The chemical industry, especially coatings and sealants, is the application field for this thesis. This is based on the fact that chemical materials have to undergo several stages of processing or assembling until they arrive to their final destination. Their demand is thus of derivative nature.

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Literatur
Zurück zum Zitat Abratt R, van Altena Lombard A (1993) Determinants of product innovation in speciality chemical companies. Ind Market Manag 22(3):169–175CrossRef Abratt R, van Altena Lombard A (1993) Determinants of product innovation in speciality chemical companies. Ind Market Manag 22(3):169–175CrossRef
Zurück zum Zitat Axelrod R (1997) The complexity of cooperation: agent-based models of competition and collaboration. Princeton University Press, Princeton Axelrod R (1997) The complexity of cooperation: agent-based models of competition and collaboration. Princeton University Press, Princeton
Zurück zum Zitat Bansal P, Corley K (2011) The coming of age for qualitative research: embracing the diversity of qualitative methods. Acad Manag J 54(2):233–237CrossRef Bansal P, Corley K (2011) The coming of age for qualitative research: embracing the diversity of qualitative methods. Acad Manag J 54(2):233–237CrossRef
Zurück zum Zitat Benbasat I, Goldstein DK, Mead M (1987) The case research strategy in studies of information systems. MIS Q 11(3):369–386CrossRef Benbasat I, Goldstein DK, Mead M (1987) The case research strategy in studies of information systems. MIS Q 11(3):369–386CrossRef
Zurück zum Zitat Bonoma TV (1985) Case research in marketing: opportunities, problems, and a process. J Market Res 22(2):199–208CrossRef Bonoma TV (1985) Case research in marketing: opportunities, problems, and a process. J Market Res 22(2):199–208CrossRef
Zurück zum Zitat Boyer KK, Swink ML (2008) Empirical elephants—Why multiple methods are essential to quality research in operations and supply chain management. J Oper Manag 28(3):337–348CrossRef Boyer KK, Swink ML (2008) Empirical elephants—Why multiple methods are essential to quality research in operations and supply chain management. J Oper Manag 28(3):337–348CrossRef
Zurück zum Zitat Brewer J, Hunter A (1989) Multimethod research: a synthesis of styles. Sage, Newbury Park Brewer J, Hunter A (1989) Multimethod research: a synthesis of styles. Sage, Newbury Park
Zurück zum Zitat Carley KM (2001) Computational approaches to sociological theorizing. In: Turner J (ed) Handbook of sociological theory. Kluwer Academic/Plenum, New York, pp 69–84 Carley KM (2001) Computational approaches to sociological theorizing. In: Turner J (ed) Handbook of sociological theory. Kluwer Academic/Plenum, New York, pp 69–84
Zurück zum Zitat Cavaye ALM (1996) Case study research: a multi-faceted research approach for IS. Inform Syst J 6(3):227–242CrossRef Cavaye ALM (1996) Case study research: a multi-faceted research approach for IS. Inform Syst J 6(3):227–242CrossRef
Zurück zum Zitat Creswell JW (1994) Research design: qualitative and quantitative approaches. Sage, Thousand Oaks Creswell JW (1994) Research design: qualitative and quantitative approaches. Sage, Thousand Oaks
Zurück zum Zitat De Vaus DA (1993) Surveys in social research. UCL Press, London De Vaus DA (1993) Surveys in social research. UCL Press, London
Zurück zum Zitat Denzin NK, Lincoln YS (1994) Handbook of qualitative research. Sage, Thousand Oaks Denzin NK, Lincoln YS (1994) Handbook of qualitative research. Sage, Thousand Oaks
Zurück zum Zitat Dubé L, Paré G (2003) Rigor in information systems positivist case research: current practices, trends, and recommendations. MIS Q 27(4):597–635 Dubé L, Paré G (2003) Rigor in information systems positivist case research: current practices, trends, and recommendations. MIS Q 27(4):597–635
Zurück zum Zitat Duncan RR (1979) Strategic management: a new view of business policy. Little Brown, Boston Duncan RR (1979) Strategic management: a new view of business policy. Little Brown, Boston
Zurück zum Zitat Eisenhardt KM (1989) Building theories from case study research. Acad Manag Rev 16(3):532–550 Eisenhardt KM (1989) Building theories from case study research. Acad Manag Rev 16(3):532–550
Zurück zum Zitat Epstein JM, Axtell R (1996) Growing artificial societies: social science from the bottom up. Brookings Institution Press, Washington Epstein JM, Axtell R (1996) Growing artificial societies: social science from the bottom up. Brookings Institution Press, Washington
Zurück zum Zitat Feagin JR, Orum AM, Sjoberg G (1991) A case for the case study. University of North Carolina Press, Chapel Hill Feagin JR, Orum AM, Sjoberg G (1991) A case for the case study. University of North Carolina Press, Chapel Hill
Zurück zum Zitat Garcia R (2005) Uses of agent-based modeling in innovation/new product development research. J Prod Innov Manag 22(5):380–398CrossRef Garcia R (2005) Uses of agent-based modeling in innovation/new product development research. J Prod Innov Manag 22(5):380–398CrossRef
Zurück zum Zitat Gibbert M, Ruigrok W, Wicki B (2008) What passes as a rigorous case study? Strat Manag J 29(13):1465–1474CrossRef Gibbert M, Ruigrok W, Wicki B (2008) What passes as a rigorous case study? Strat Manag J 29(13):1465–1474CrossRef
Zurück zum Zitat Gilbert GN (2008) Agent-based models. Sage, Los Angeles Gilbert GN (2008) Agent-based models. Sage, Los Angeles
Zurück zum Zitat Gilbert GN, Doran J (1993) Simulating societies: the computer simulation of social processes. UCL Press, London Gilbert GN, Doran J (1993) Simulating societies: the computer simulation of social processes. UCL Press, London
Zurück zum Zitat Gilbert GN, Troitzsch KG (2005) Simulation for the social scientist. Open University Press, Buckingham Gilbert GN, Troitzsch KG (2005) Simulation for the social scientist. Open University Press, Buckingham
Zurück zum Zitat Goffin K, Richtnér A, Ahlström P (2012) State of the art: the use of case studies in innovation management research. Proceedings of the 19th International Product Development Management Conference, Manchester, 2012 Goffin K, Richtnér A, Ahlström P (2012) State of the art: the use of case studies in innovation management research. Proceedings of the 19th International Product Development Management Conference, Manchester, 2012
Zurück zum Zitat Holland JH (1995) Hidden order: how adaptation builds complexity. Addison-Wesley, Reading Holland JH (1995) Hidden order: how adaptation builds complexity. Addison-Wesley, Reading
Zurück zum Zitat Jakobi R (2001) Marketing and sales in the chemical industry. Wiley, WeinheimCrossRef Jakobi R (2001) Marketing and sales in the chemical industry. Wiley, WeinheimCrossRef
Zurück zum Zitat Janssen MA, Ostrom E (2006) Empirically based, agent-based models. Ecol Soc 11(2):37 Janssen MA, Ostrom E (2006) Empirically based, agent-based models. Ecol Soc 11(2):37
Zurück zum Zitat Jennings NR, Sycara K, Wooldridge M (1998) A roadmap of agent research and development. Auton Agents Multi Agent Syst 1(1):275–306 Jennings NR, Sycara K, Wooldridge M (1998) A roadmap of agent research and development. Auton Agents Multi Agent Syst 1(1):275–306
Zurück zum Zitat Jick TD (1979) Mixing qualitative and quantitative methods: triangulation in action. Admin Sci Q 24(4):602–611CrossRef Jick TD (1979) Mixing qualitative and quantitative methods: triangulation in action. Admin Sci Q 24(4):602–611CrossRef
Zurück zum Zitat Johnson RB, Onwuegbuzie AJ (2004) Mixed methods research: a research paradigm whose time has come. Educ Res 33(7):14–26CrossRef Johnson RB, Onwuegbuzie AJ (2004) Mixed methods research: a research paradigm whose time has come. Educ Res 33(7):14–26CrossRef
Zurück zum Zitat Kannegiesser M (2008) Value chain management in the chemical industry. Physica-Verlag, HeidelbergCrossRef Kannegiesser M (2008) Value chain management in the chemical industry. Physica-Verlag, HeidelbergCrossRef
Zurück zum Zitat Kaplan RS (1985) The role of empirical research in management accounting. Working Paper 9-785-001. Division of Research, Harvard Business School Kaplan RS (1985) The role of empirical research in management accounting. Working Paper 9-785-001. Division of Research, Harvard Business School
Zurück zum Zitat Lave C, March JG (1975) An introduction to models in the social sciences. Harper and Row, New York Lave C, March JG (1975) An introduction to models in the social sciences. Harper and Row, New York
Zurück zum Zitat Law AM, Kelton DW (1991) Simulation modeling and analysis. McGraw-Hill, New York Law AM, Kelton DW (1991) Simulation modeling and analysis. McGraw-Hill, New York
Zurück zum Zitat LeBaron B (2000) Agent-based computational finance: suggested readings and early research. J Econ Dyn Contr 24(5–7):679–702CrossRef LeBaron B (2000) Agent-based computational finance: suggested readings and early research. J Econ Dyn Contr 24(5–7):679–702CrossRef
Zurück zum Zitat Macy MW, Willer R (2002) From factors to actors: Computational sociology and agent-based modeling. Annu Rev Sociol 28(1):143–166CrossRef Macy MW, Willer R (2002) From factors to actors: Computational sociology and agent-based modeling. Annu Rev Sociol 28(1):143–166CrossRef
Zurück zum Zitat McClintock C, Brannon D, Manars-Moody S (1979) Applying the logic of sample surveys to qualitative case studies: the case cluster method. Admin Sci Q 24(4):612–629CrossRef McClintock C, Brannon D, Manars-Moody S (1979) Applying the logic of sample surveys to qualitative case studies: the case cluster method. Admin Sci Q 24(4):612–629CrossRef
Zurück zum Zitat McDermott CM, O’Connor GC (2002) Managing radical innovation: an overview of emergent strategy issues. J Prod Innov Manag 19(6):424–438CrossRef McDermott CM, O’Connor GC (2002) Managing radical innovation: an overview of emergent strategy issues. J Prod Innov Manag 19(6):424–438CrossRef
Zurück zum Zitat Meredith JR (1998) Building operations management theory through case and field research. J Oper Manag 16(4):441–454CrossRef Meredith JR (1998) Building operations management theory through case and field research. J Oper Manag 16(4):441–454CrossRef
Zurück zum Zitat Meredith JR, Raturi A, Amoako-Gyampah K et al (1989) Alternative research paradigms in operations. J Oper Manag 8(4):297–326CrossRef Meredith JR, Raturi A, Amoako-Gyampah K et al (1989) Alternative research paradigms in operations. J Oper Manag 8(4):297–326CrossRef
Zurück zum Zitat Morris MH (1992) Industrial and organizational marketing. Macmillan, New York Morris MH (1992) Industrial and organizational marketing. Macmillan, New York
Zurück zum Zitat Mittal KL, Pizzi A (2008) Handbook of sealant technology. Taylor and Francis, London Mittal KL, Pizzi A (2008) Handbook of sealant technology. Taylor and Francis, London
Zurück zum Zitat North MJ, Macal CM, St. Aubin J et al (2010) Multiscale agent-based consumer market modeling. Complexity 00(00):1–11 North MJ, Macal CM, St. Aubin J et al (2010) Multiscale agent-based consumer market modeling. Complexity 00(00):1–11
Zurück zum Zitat Numagami T (1998) The infeasibility of invariant laws in management studies: a reflective dialogue in defense of case studies. Organ Sci 9(1):2–15CrossRef Numagami T (1998) The infeasibility of invariant laws in management studies: a reflective dialogue in defense of case studies. Organ Sci 9(1):2–15CrossRef
Zurück zum Zitat O’Connor GC (1998) Market learning and radical innovation: a cross case comparison of eight radical innovation projects. J Prod Innov Manag 15(2):151–166CrossRef O’Connor GC (1998) Market learning and radical innovation: a cross case comparison of eight radical innovation projects. J Prod Innov Manag 15(2):151–166CrossRef
Zurück zum Zitat Ostrom TM (1988) Computer simulation: the third symbol system. J Exp Soc Psychol 24:381–392CrossRef Ostrom TM (1988) Computer simulation: the third symbol system. J Exp Soc Psychol 24:381–392CrossRef
Zurück zum Zitat Perry C (1998) Processes of a case study methodology for postgraduate research in marketing. Eur J Market 32(9/10):785–802CrossRef Perry C (1998) Processes of a case study methodology for postgraduate research in marketing. Eur J Market 32(9/10):785–802CrossRef
Zurück zum Zitat Petrie EM (2000) Handbook of adhesives and sealants. McGraw-Hill, New York Petrie EM (2000) Handbook of adhesives and sealants. McGraw-Hill, New York
Zurück zum Zitat Pollak P (2011) Fine chemicals: the industry and the business. Wiley, HobokenCrossRef Pollak P (2011) Fine chemicals: the industry and the business. Wiley, HobokenCrossRef
Zurück zum Zitat Rammer C (2003) The chemical industry as driver for innovation in other industries. In: Dröscher D, Festel G, Jager M (eds) The power of innovations: how innovations can electricize the chemical industry. Festel Capital, Hünenberg, pp 50–66 Rammer C (2003) The chemical industry as driver for innovation in other industries. In: Dröscher D, Festel G, Jager M (eds) The power of innovations: how innovations can electricize the chemical industry. Festel Capital, Hünenberg, pp 50–66
Zurück zum Zitat Rand W (2006) Machine learning meets agent-based modeling: When not to go to a bar, Agent on Social Agents: Results and Prospects, Chicago, 2006 Rand W (2006) Machine learning meets agent-based modeling: When not to go to a bar, Agent on Social Agents: Results and Prospects, Chicago, 2006
Zurück zum Zitat Rand W, Rust RT (2011) Agent-based modeling in marketing: guidelines for rigor. Int J Res Mark 28(3):181–193CrossRef Rand W, Rust RT (2011) Agent-based modeling in marketing: guidelines for rigor. Int J Res Mark 28(3):181–193CrossRef
Zurück zum Zitat Roth AV (2007) Applications of empirical science in manufacturing and service operations. Manuf Serv Oper Manag 9(4):353–367 Roth AV (2007) Applications of empirical science in manufacturing and service operations. Manuf Serv Oper Manag 9(4):353–367
Zurück zum Zitat Runge W (2006) Innovation, research and technology intelligence in the chemical industry: integrated business, technical and systems approaches. Fraunhofer-IRB-Verlag, Stuttgart Runge W (2006) Innovation, research and technology intelligence in the chemical industry: integrated business, technical and systems approaches. Fraunhofer-IRB-Verlag, Stuttgart
Zurück zum Zitat Scandura TA, Williams EA (2000) Research methodology in management: current practices, trends, and implications for future research. Acad Manag J 43(6):1248–1264CrossRef Scandura TA, Williams EA (2000) Research methodology in management: current practices, trends, and implications for future research. Acad Manag J 43(6):1248–1264CrossRef
Zurück zum Zitat Schramm ME, Trainor KJ, Shanker M et al (2010) An agent-based diffusion model with consumer and brand agents. Decis Support Syst 50(1):234–242CrossRef Schramm ME, Trainor KJ, Shanker M et al (2010) An agent-based diffusion model with consumer and brand agents. Decis Support Syst 50(1):234–242CrossRef
Zurück zum Zitat Shah SK, Corley KG (2006) Building better theory by bridging the quantitative–qualitative divide. J Manag Stud 43(8):1821–1835CrossRef Shah SK, Corley KG (2006) Building better theory by bridging the quantitative–qualitative divide. J Manag Stud 43(8):1821–1835CrossRef
Zurück zum Zitat Siebel F, Kellam L (2003) The virtual world of agent-based modeling: Proctor & Gam ble’s dynamic supply chain. Perspect Bus Innov 9:22–27 Siebel F, Kellam L (2003) The virtual world of agent-based modeling: Proctor & Gam ble’s dynamic supply chain. Perspect Bus Innov 9:22–27
Zurück zum Zitat Smith ER, Conrey FR (2007) Agent-based modeling: a new approach for theory building in social psychology. Pers Soc Psychol Rev 11(1):87–104CrossRef Smith ER, Conrey FR (2007) Agent-based modeling: a new approach for theory building in social psychology. Pers Soc Psychol Rev 11(1):87–104CrossRef
Zurück zum Zitat Stone EF (1978) Research methods in organizational behavior. Scott Foresman, Glenview Stone EF (1978) Research methods in organizational behavior. Scott Foresman, Glenview
Zurück zum Zitat Taber CS, Timpone RJ (1996) Computational modeling. Sage, Thousand OaksCrossRef Taber CS, Timpone RJ (1996) Computational modeling. Sage, Thousand OaksCrossRef
Zurück zum Zitat Walsh WE, Wellman MP (1999) Efficiency and equilibrium in task allocation economies with hierarchical dependencies. Proceedings of the 16th International Joint Conference on Artificial Intelligence, pp 520–526 Walsh WE, Wellman MP (1999) Efficiency and equilibrium in task allocation economies with hierarchical dependencies. Proceedings of the 16th International Joint Conference on Artificial Intelligence, pp 520–526
Zurück zum Zitat Yin RK (2009) Case study research: design and methods. Sage, Los Angeles Yin RK (2009) Case study research: design and methods. Sage, Los Angeles
Metadaten
Titel
Research Design and Methodology
verfasst von
Stephanie Hintze
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-11376-0_4