Skip to main content
Erschienen in: Soft Computing 15/2018

03.05.2018 | Focus

Criteria evaluation for pricing decisions in strategic marketing management using an intuitionistic cognitive map approach

verfasst von: Elif Dogu, Y. Esra Albayrak

Erschienen in: Soft Computing | Ausgabe 15/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Marketing decisions are challenging in profit-oriented companies because of their complex nature. Many factors influence the marketing strategy in the new product development (NPD) process. With this aspect, strategic marketing decisions for launching a product to the market can be observed as multiple criteria decision-making (MCDM) problems. This study proposes a novel approach called intuitionistic cognitive map (ICM), for assessing the criteria that influence the pricing strategy of a company in earlier stages of the product’s life cycle in the market. A framework is formed based on a profound analysis of literature and experts’ opinions, in terms of criteria affecting pricing strategy and the causal relationships between them. Intuitionistic fuzzy sets and cognitive mapping are used together to capture the hesitation of the decision makers caused by lack of information and to define cause-and-effect relations between the criteria to represent the complexity of strategic marketing decisions. Contrary to conventional MCDM methods that require complete data, ICM method is able to deal with lack of information and hesitancy of the decision makers. In addition, ICM method has a new feature called “the coefficient of synergy” incorporating the synergy effect of the application field in the model. The case study is conducted in a technological-device-manufacturing company. Seventeen factors that influence the company’s pricing decisions are determined and evaluated with three marketing experts, and in the numerical application, brand image, market share, consumer fidelity, market/segment size, and new product capability criteria had the maximum positive influence on pricing decisions.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Aaker DA, McLoughlin D (2010) Strategic market management: global perspectives, 1st edn. Wiley, Hoboken Aaker DA, McLoughlin D (2010) Strategic market management: global perspectives, 1st edn. Wiley, Hoboken
Zurück zum Zitat Atanassov KT (1999) Intuitionistic fuzzy sets: theory and applications. In: Studies in fuzziness and soft computing, vol 35. Physica, Heidelberg Atanassov KT (1999) Intuitionistic fuzzy sets: theory and applications. In: Studies in fuzziness and soft computing, vol 35. Physica, Heidelberg
Zurück zum Zitat Axelrod R (1976) The cognitive mapping approach to decision making. Structure of decision, pp 221–250 Axelrod R (1976) The cognitive mapping approach to decision making. Structure of decision, pp 221–250
Zurück zum Zitat Bradley F (2003) Strategic marketing: in the customer driven organization. Wiley, Chicester Bradley F (2003) Strategic marketing: in the customer driven organization. Wiley, Chicester
Zurück zum Zitat Davies SW, Geroski PA (1997) Changes in concentration, turbulence, and the dynamics of market shares. Rev Econ Stat 79:383–391CrossRef Davies SW, Geroski PA (1997) Changes in concentration, turbulence, and the dynamics of market shares. Rev Econ Stat 79:383–391CrossRef
Zurück zum Zitat Dolan SL, Garcia S (2002) Managing by values: cultural redesign for strategic organizational change at the dawn of the twenty-first century. J Manag Dev 21:101–117CrossRef Dolan SL, Garcia S (2002) Managing by values: cultural redesign for strategic organizational change at the dawn of the twenty-first century. J Manag Dev 21:101–117CrossRef
Zurück zum Zitat Drucker PF (1954) The practice of management, 1st edn. Harper, New York Drucker PF (1954) The practice of management, 1st edn. Harper, New York
Zurück zum Zitat Ferrell OC, Hartline MD (2011) Marketing strategy, 5th edn. South-Western Cengage Learning, Mason Ferrell OC, Hartline MD (2011) Marketing strategy, 5th edn. South-Western Cengage Learning, Mason
Zurück zum Zitat Freter H, Baumgarth C (2004) Marktorientierte Unternehmensführung: Grundkonzepte, Anwendungen und Lehre: Festschrift fur Hermann Freter zum 60. P. Lang, Frankfurt am Main; New York, Geburtstag Freter H, Baumgarth C (2004) Marktorientierte Unternehmensführung: Grundkonzepte, Anwendungen und Lehre: Festschrift fur Hermann Freter zum 60. P. Lang, Frankfurt am Main; New York, Geburtstag
Zurück zum Zitat Georgopoulos VC, Malandraki GA, Stylios CD (2003) A fuzzy cognitive map approach to differential diagnosis of specific language impairment. Artif Intell Med 29:261–278CrossRef Georgopoulos VC, Malandraki GA, Stylios CD (2003) A fuzzy cognitive map approach to differential diagnosis of specific language impairment. Artif Intell Med 29:261–278CrossRef
Zurück zum Zitat Glykas M (2010) Fuzzy cognitive maps: advances in theories, methodologies, applications and tools. Springer, BerlinCrossRefMATH Glykas M (2010) Fuzzy cognitive maps: advances in theories, methodologies, applications and tools. Springer, BerlinCrossRefMATH
Zurück zum Zitat Hadjistoykov P, Atanassov K (2013) Remark on intuitionistic fuzzy cognitive maps. Notes Intuit Fuzzy Sets 19:1–6MATH Hadjistoykov P, Atanassov K (2013) Remark on intuitionistic fuzzy cognitive maps. Notes Intuit Fuzzy Sets 19:1–6MATH
Zurück zum Zitat Hadjistoykov PP, Atanassov KT (2014) On temporal intuitionistic fuzzy cognitive maps. C R Acad Bulg Sci 67:1233–1240MathSciNetMATH Hadjistoykov PP, Atanassov KT (2014) On temporal intuitionistic fuzzy cognitive maps. C R Acad Bulg Sci 67:1233–1240MathSciNetMATH
Zurück zum Zitat Huang SW, Lin YC, Liao CH (2016) Applying analytic hierarchy process (AHP) and grey relational analysis (GRA) to purchase factors of university students for smart phones. J Technol 31:193–208 Huang SW, Lin YC, Liao CH (2016) Applying analytic hierarchy process (AHP) and grey relational analysis (GRA) to purchase factors of university students for smart phones. J Technol 31:193–208
Zurück zum Zitat Iakovidis DK, Papageorgiou E (2011) Intuitionistic fuzzy cognitive maps for medical decision making. IEEE Trans Inf Technol Biomed 15:100–107CrossRef Iakovidis DK, Papageorgiou E (2011) Intuitionistic fuzzy cognitive maps for medical decision making. IEEE Trans Inf Technol Biomed 15:100–107CrossRef
Zurück zum Zitat Ji GJ, Zhou Y (2004) Organizational values as “attractors of chaos”: an emerging informational change to manage organizational complexity. In: Service systems and service management—proceedings of ICSSSM’04, vols 1, 2. International Academic Publishers Ltd, Hong Kong Ji GJ, Zhou Y (2004) Organizational values as “attractors of chaos”: an emerging informational change to manage organizational complexity. In: Service systems and service management—proceedings of ICSSSM’04, vols 1, 2. International Academic Publishers Ltd, Hong Kong
Zurück zum Zitat Kardaras D, Karakostas B (1999) The use of fuzzy cognitive maps to simulate the information systems strategic planning process. Inf Softw Technol 41:197–210CrossRef Kardaras D, Karakostas B (1999) The use of fuzzy cognitive maps to simulate the information systems strategic planning process. Inf Softw Technol 41:197–210CrossRef
Zurück zum Zitat Kim WC, Mauborgne RA (2005) Blue ocean strategy: how to create uncontested market space and make the competition irrelevant. Harvard Business School Press, Boston Kim WC, Mauborgne RA (2005) Blue ocean strategy: how to create uncontested market space and make the competition irrelevant. Harvard Business School Press, Boston
Zurück zum Zitat Kosko B (1992) Neural networks and fuzzy systems. Prentice Hall, Upper Saddle RiverMATH Kosko B (1992) Neural networks and fuzzy systems. Prentice Hall, Upper Saddle RiverMATH
Zurück zum Zitat Kotler P (1999) Le marketing selon Kotler. Village Mondial, Paris Kotler P (1999) Le marketing selon Kotler. Village Mondial, Paris
Zurück zum Zitat Kotler P, Armstrong G (2012) Principles of marketing, 14th edn. Pearson Prentice Hall, Boston Kotler P, Armstrong G (2012) Principles of marketing, 14th edn. Pearson Prentice Hall, Boston
Zurück zum Zitat Kotler P, Keller KL (2012) Marketing management, 14th edn. Prentice Hall, Upper Saddle River Kotler P, Keller KL (2012) Marketing management, 14th edn. Prentice Hall, Upper Saddle River
Zurück zum Zitat Lee KC, Lee H, Lee N, Lim J (2013) An agent-based fuzzy cognitive map approach to the strategic marketing planning for industrial firms. Ind Mark Manag 42:552–563CrossRef Lee KC, Lee H, Lee N, Lim J (2013) An agent-based fuzzy cognitive map approach to the strategic marketing planning for industrial firms. Ind Mark Manag 42:552–563CrossRef
Zurück zum Zitat Marshall A (1997) Principles of economics. Great minds series. Prometheus Books, Amherst Marshall A (1997) Principles of economics. Great minds series. Prometheus Books, Amherst
Zurück zum Zitat McCarthy EJ (1960) Basic marketing, a managerial approach. R.D. Irwin, Homewood McCarthy EJ (1960) Basic marketing, a managerial approach. R.D. Irwin, Homewood
Zurück zum Zitat Ocampo L, Berdin Alarde RM, Kilongkilong DA, Esmero A (2016) Adoption of online marketing for service SMEs with multi-criteria decision-making approach. In: Handbook of research on intelligent techniques and modeling applications in marketing analytics, pp 226–243. https://doi.org/10.4018/978-1-5225-0997-4.ch013 Ocampo L, Berdin Alarde RM, Kilongkilong DA, Esmero A (2016) Adoption of online marketing for service SMEs with multi-criteria decision-making approach. In: Handbook of research on intelligent techniques and modeling applications in marketing analytics, pp 226–243. https://​doi.​org/​10.​4018/​978-1-5225-0997-4.​ch013
Zurück zum Zitat Papageorgiou E, Spyridonos P, Stylios CD, Ravazoula P, Groumpos PP, Nikiforidis G (2006) Advanced soft computing diagnosis method for tumour grading. Artif Intell Med 36:59–70CrossRef Papageorgiou E, Spyridonos P, Stylios CD, Ravazoula P, Groumpos PP, Nikiforidis G (2006) Advanced soft computing diagnosis method for tumour grading. Artif Intell Med 36:59–70CrossRef
Zurück zum Zitat Papageorgiou EI, Huszka C, De Roo J, Douali N, Jaulent M-C, Colaert D (2013) Application of probabilistic and fuzzy cognitive approaches in semantic web framework for medical decision support. Comput Methods Programs Biomed 112:580–598CrossRef Papageorgiou EI, Huszka C, De Roo J, Douali N, Jaulent M-C, Colaert D (2013) Application of probabilistic and fuzzy cognitive approaches in semantic web framework for medical decision support. Comput Methods Programs Biomed 112:580–598CrossRef
Zurück zum Zitat Papageorgiou EI, Iakovidis DK (2013) Intuitionistic fuzzy cognitive maps. IEEE Trans Fuzzy Syst 21:342–354CrossRef Papageorgiou EI, Iakovidis DK (2013) Intuitionistic fuzzy cognitive maps. IEEE Trans Fuzzy Syst 21:342–354CrossRef
Zurück zum Zitat Proctor T (2000) Strategic marketing: an introduction. Routledge, LondonCrossRef Proctor T (2000) Strategic marketing: an introduction. Routledge, LondonCrossRef
Zurück zum Zitat Ross TJ (2010) Fuzzy logic with engineering applications, 3rd edn. Wiley, ChichesterCrossRef Ross TJ (2010) Fuzzy logic with engineering applications, 3rd edn. Wiley, ChichesterCrossRef
Zurück zum Zitat Salmeron JL, Papageorgiou EI (2012) A fuzzy grey cognitive maps-based decision support system for radiotherapy treatment planning. Knowl Based Syst 30:151–160CrossRef Salmeron JL, Papageorgiou EI (2012) A fuzzy grey cognitive maps-based decision support system for radiotherapy treatment planning. Knowl Based Syst 30:151–160CrossRef
Zurück zum Zitat Schnaars SP (1991) Marketing strategy: a customer-driven approach. Free Press, Toronto Schnaars SP (1991) Marketing strategy: a customer-driven approach. Free Press, Toronto
Zurück zum Zitat Stanton WJ (1981) Fundamentals of marketing, 6th edn. McGraw-Hill series in marketing. McGraw-Hill, New York Stanton WJ (1981) Fundamentals of marketing, 6th edn. McGraw-Hill series in marketing. McGraw-Hill, New York
Zurück zum Zitat Stylios CD, Georgopoulos VC, Malandraki GA, Chouliara S (2008) Fuzzy cognitive map architectures for medical decision support systems. Appl Soft Comput 8:1243–1251CrossRef Stylios CD, Georgopoulos VC, Malandraki GA, Chouliara S (2008) Fuzzy cognitive map architectures for medical decision support systems. Appl Soft Comput 8:1243–1251CrossRef
Zurück zum Zitat Taber R (1994) Fuzzy cognitive maps. AI Expert 9:18–23 Taber R (1994) Fuzzy cognitive maps. AI Expert 9:18–23
Zurück zum Zitat Taylor FW (1911) The principles of scientific management. Harper & Brothers, New York Taylor FW (1911) The principles of scientific management. Harper & Brothers, New York
Zurück zum Zitat Wilson RMS, Gilligan C (2005) Strategic marketing management: planning, implementation, and control, 3rd edn. The marketing series. Butterworth-Heinemann, Oxford Wilson RMS, Gilligan C (2005) Strategic marketing management: planning, implementation, and control, 3rd edn. The marketing series. Butterworth-Heinemann, Oxford
Metadaten
Titel
Criteria evaluation for pricing decisions in strategic marketing management using an intuitionistic cognitive map approach
verfasst von
Elif Dogu
Y. Esra Albayrak
Publikationsdatum
03.05.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 15/2018
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3219-5

Weitere Artikel der Ausgabe 15/2018

Soft Computing 15/2018 Zur Ausgabe