Abstract
The theoretical basis for studying the phenomenon of Global Software Development (GSD) draws upon one of the key research streams, that is, the Organizational Behavior (OB) research. The focus of this study has led to two research problems: partnership quality and service climate aspects are addressed which have given an insight into the OB research on GSD teams. Moreover, this study classifies results from the partnership quality and service climate aspects into one integrated framework, which covers 18 attributes to explore the GSD outcome factors perceived by GSD teams in OB research phenomenon. To evaluate partnership quality and team service climate aspects with reference to the GSD project outcome, we have integrated the fuzzy Decision-Making Trial and Evaluation Laboratory Model (DEMATEL) and the Technique for Order Performance by Similarity to Ideal Solution (TOPSIS) approach, which is more appropriate to find the significance of criteria. The empirical application of this hybrid approach for evaluating GSD project outcome factors has been tested in Indian software organizations. Consequently, the results of this study provide a vivid picture and facilitate the organization to reveal the importance of OB research on GSD teams.
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References
Afshar A, Mariño MA, Saadatpour M, Afshar A (2011) Fuzzy TOPSIS multi-criteria decision analysis applied to Karun reservoirs system. Water Resour Manage 25(2):545–563
Aiello G, Enea M, Galante G, La Scalia G (2009) Clean agent selection approached by fuzzy TOPSIS decision-making method. Fire Technol 45(4):405–418
Amiri MP (2010) Project selection for oil-fields development by using the AHP and fuzzy TOPSIS methods. Expert Syst Appl 37(9):6218–6224
Arun Kumar S, Thangavelu AK (2012) Exploring the influence of partnership quality factors towards the outcome of Global Software Development Projects. Int Rev Comput Softw 7(5):2159–2172
Arun Kumar S, Thangavelu AK (2013) Factors affecting the outcome of Global Software Development projects: an empirical study, international conference on computer communication and informatics (ICCCI), IEEE Explore, 1–10, doi:10.1109/ICCCI.2013.6466113
Arun Kumar S, Thangavelu AK (2013) An adaptive neuro-fuzzy approach to evaluation of team-level service climate in GSD projects. Neural Comput Appl 25(3-4):573–583
Arun Kumar S, Thangavelu AK (2013) An exploration of FMCDM approach for evaluating the outcome/success of GSD projects. Central Eur J Eng 3(3):419–435
Arun Kumar S, Thangavelu AK (2013) Measuring IT service quality in the context of team-level service climate and GSD project outcome relationship. Aust J Basic Appl Sci 7(8):374–385
Arun Kumar S, Thangavelu AK, Ashok Kumar PM (2014) Partnership quality and service climate aspects in the context of GSD project outcome—a case study. Int J Appl Eng Res 9(16):3203–3223
Baykasoğlu A, Kaplanoğlu V, Durmuşoğlu ZD, Şahin C (2013) Integrating fuzzy DEMATEL and fuzzy hierarchical TOPSIS methods for truck selection. Expert Syst Appl 40(3):899–907
Büyüközkan G, Çifçi G (2012) A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers. Expert Syst Appl 39(3):3000–3011
Chang TH (2014) Fuzzy VIKOR method: a case study of the hospital service evaluation in Taiwan. Inf Sci 271:196–212
Chang B, Chang CW, Wu CH (2011) Fuzzy DEMATEL method for developing supplier selection criteria. Expert Syst Appl 38(3):1850–1858
Chen TY, Tsao CY (2008) The interval-valued fuzzy TOPSIS method and experimental analysis. Fuzzy Sets Syst 159(11):1410–1428
Child J (2001) Trust—the fundamental bond in global collaboration. Org Dyn 29(4):274–288
Cui Z, Loch CH, Grossmann B, He R (2009) Outsourcing Innovation: comparison of external technology providers to Siemens uncovers five drivers of innovation success. Res Technol Manag 52(6):54–63
Dalalah D, Hayajneh M, Batieha F (2011) A fuzzy multi-criteria decision making model for supplier selection. Expert Syst Appl 38(7):8384–8391
DEMATEL and fuzzy hierarchical TOPSIS methods for truck selection. Expert Syst Appl 40(3): 899–907
De-Vita G, Tekaya A, Wang CL (2010) Asset specificity’s impact on outsourcing relationship performance: a disaggregated analysis by buyer-supply asset specificity dimensions. J Bus Res 63(7):657–666
Dymova L, Sevastjanov P, Tikhonenko A (2013) An approach to generalization of fuzzy TOPSIS method. Inf Sci 238:149–162
Faraj S, Sproull L (2000) Coordinating expertise in software development teams. Manage Sci 46(12):1554–1568
Fitzgerald G, Willcocks L (1994) Contract and partnerships in the outsourcing of IT. Proceeding of the fifteenth international conference on information systems. Vancouver, British Columbia, pp 91–98
Grover V, Cheon MJ (1996) The effect of service quality and partnership on the outsourcing of information systems function. J Manag Inform Syst 12(4):89–116
Han HS, Lee JN, Seo YW (2008) Analyzing the impact of a firm’s capability on outsourcing success: a process perspective. J Inform Manag 45:31–42
Hemati F, Alroaia YV (2012) An application of DEMATEL technique to find the effect of different factors influencing outsourcing activities in water and switch organization. Manag Sci Lett 2:7
Herbsleb JD, Mockus A, Finholt TA, Grinter RE (2001) An empirical study of global software development: distance and speed. In Proceedings of the 23rd international conference on Software Engineering, IEEE Computer Society, pp 81–90
Hsu CC (2012) Evaluation criteria for blog design and analysis of causal relationships using factor analysis and DEMATEL. Expert Syst Appl 39(1):187–193
Jassbi J, Mohamadnejad F, Nasrollahzadeh H (2011) A Fuzzy DEMATEL framework for modeling cause and effect relationships of strategy map. Expert Syst Appl 38(5):5967–5973
Kannan D, Jabbour ABLDS, Jabbour CJC (2014) Selecting green suppliers based on GSCM practices: using fuzzy TOPSIS applied to a Brazilian electronics company. Eur J Oper Res 233(2):432–447
Kedia BL, Lahiri S (2007) International outsourcing of services: a partnership model. J Inform Manag 13:22–37
Khosravi MA, Najafi SE, Lak H, Khosravi M (2014) A study of factors affecting customer’s satisfaction with fuzzy DEMATEL method. Asian J Res Market 3(1):46–60
Kotlarsky J, Oshri Ilan (2009) Managing component-based development in global teams. Palgrave. doi:10.1057/9780230246195
Lee J (2001) The impact of knowledge sharing, organizational capability and partnership Quality on IS outsourcing success. Inf Manag 38:323–335
Lee J-N, Kim Y-G (1999) Effect of partnership quality on IS outsourcing success: conceptual framework and empirical validation. J Manag Inform Syst 15(4):29–61
Li Y, Li Y, Liu J, Deng Y (2014) Defuzzify firstly or finally: dose it matter in fuzzy DEMATEL under uncertain environment?. arXiv preprint arXiv:1403.5169
Lin CJ, Wu WW (2008) A causal analytical method for group decision-making under fuzzy environment. Expert Syst Appl 34(1):205–213
Marshall D, McIvor R, Lamming R (2007) Influences and outcomes of out- sourcing: insights from the telecommunications industry. J Purch Supply Manag 13(4):245–260
Mohamadnejad F (2014) A dematel-based framework for identification of causalities among internal and external modes of technology acquisition. Int J Innov Technol Manag 11(3). doi:10.1142/S0219877014500151
Opricovic S, Tzeng GH (2003) Defuzzification within a multicriteria decision model, International Journal of Uncertainty. Fuzz Know Based Syst 11(5):635–652
Orlikowski WJ (2002) Knowing in practice: enacting a collective capability in distributed organizing. Organ Sci 13(3):249–273
Pires A, Chang NB, Martinho G (2011) An AHP-based fuzzy interval TOPSIS assessment for sustainable expansion of the solid waste management system in Setúbal Peninsula, Portugal. Resour Conserv Recycl 56(1):7–21
Ronnie Jia, Reich Blaize H, Pearson J Michael (2008) IT service climate: an extension to IT service quality research. J Assoc Inform Syst 9(5):294–320
Roshandel J, Miri-Nargesi SS, Hatami-Shirkouhi L (2013) Evaluating and selecting the supplier in detergent production industry using hierarchical fuzzy TOPSIS. Appl Math Model 37(24):10170–10181
Rostamzadeh R, Sofian S (2011) Prioritizing effective 7Ms to improve production systems performance using fuzzy AHP and fuzzy TOPSIS (case study). Expert Syst Appl 38(5):5166–5177
Sadi-Nezhad S, Damghani KK (2010) Application of a fuzzy TOPSIS method base on modified preference ratio and fuzzy distance measurement in assessment of traffic police centers performance. Appl Soft Comput 10(4):1028–1039
Sangaiah Arun Kumar, Thangavelu AK (2013) An ANFIS approach for evaluation of team-level service climate in GSD project using Taguchi Genetic Learning Algorithm, Manuscript under review in Applied Soft Computing. Elsevier, Amsterdam
Sangwan R, Mullick N, Bass M, Paulish DJ, Kazmeier J (2006) Global Software Development handbook. Auerbach series on Applied Software Engineering. Auerbach publications, Boca Raton, pp 5–99
Schneider B, White SS, Paul MC (1998) Linking service climate and customer perceptions of service quality: test of a causal model. J Appl Psychol 83(2):150–163
Tseng ML (2009) A causal and effect decision making model of service quality expectation using grey-fuzzy DEMATEL approach. Expert Syst Appl 36(4):7738–7748
Tzeng S (2014) Applying DEMATEL to investigate the relationship between factors affecting parole boards’ decision-making in Taiwan. Prison J 94(1):118–136
Wang X, Chan HK (2013) A hierarchical fuzzy TOPSIS approach to assess improvement areas when implementing green supply chain initiatives. Int J Prod Res 51(10):3117–3130
Wu WW, Lee YT (2007) Developing global managers’ competencies using the fuzzy DEMATEL method. Expert Syst Appl 32(2):499–507
Zadeh LA (1965) Fuzzy sets. Inform Cont 8(3):338–353
Acknowledgments
The authors would like to express their deep gratitude toward the industrial experts of Inowits Technologies Private Limited, especially to Balamanikandan (Solution Manager, IT head) and other industrial experts from various companies for their support in data validation.
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Sangaiah, A.K., Subramaniam, P.R. & Zheng, X. A combined fuzzy DEMATEL and fuzzy TOPSIS approach for evaluating GSD project outcome factors. Neural Comput & Applic 26, 1025–1040 (2015). https://doi.org/10.1007/s00521-014-1771-1
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DOI: https://doi.org/10.1007/s00521-014-1771-1