Abstract
Services are the primary source of wealth in almost every nation around the world. Domestic competitiveness increasingly depends on the health of its service firms. Then understanding the source of competitive advantage for the case of service industry is a challenge that cannot be deferred. Resource-Based View literature gives sound evidences that intangible assets like managerial and organizational resources are the primary source of competitive advantage, especially in the service industry. However, the development of managerial tools for measuring and managing these resources remains as an open gap. In the last few years, some academic work has been devoted to develop intangible assets measurement devices. Nevertheless, these scales are either oriented towards manufacturing industry or do not take specifically into account the distinctive features of service delivery. This study replies the multi-item model proposed by Camisón (Manag Res 3(1):27–48, 2004) over a sample of 152 medium and large services companies. We have taken different tests to demonstrate validity and reliability of the scales. Results show that these scales may also be suitable for being used in all the types of service companies. However, some partial modifications should be done in order to give more relevance to soft managerial competences and to organizational human capital.
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References
Acosta M, Barrios I, Correa A (2004) Industry, management capabilities and firms’ competitiveness: an empirical contribution. Manag Decis Econ 25:265–281. doi:10.1002/mde.1148
Amit R, Schoemaker P (1993) Strategic assets and organizational rent. Strateg Manag J 14(1):33–46. doi:10.1002/smj.4250140105
Anderson JC, Gerbing DW (1982) Some methods for respecifying measurement models to obtain unidimensional constructs measures. J Mark Res 19:453–460. doi:10.2307/3151719
Anderson JC, Gerbing DW (1988) Structural equation modelling in practice: a review and recommended two-step approach. Psychol Bull 103(3):411–423. doi:10.1037/0033-2909.103.3.411
Bagozzi RP (1981) Evaluating structural equations models with unobservable variables and measurement error. a comment. J Mark Res 18:375–381. doi:10.2307/3150979
Bagozzi RP (1994) Structural equation models in marketing research: basic principles. In: Bagozzi RP (ed) Principles of marketing research. Blackwell Publishers, Oxford, pp 317–385
Bagozzi RP, Phillips LW (1982) Representing and testing organizational theories: a holistic construal. Adm Sci Q 27:459–489. doi:10.2307/2392322
Bailey M, Farrell D, Remes J (2006) The hidden key to growth. Int Econ 20(1):48–55
Barney JB (1986a) Strategic factor markets. expectations, luck and business strategy. Manag Sci 32(10):1231–1241
Barney JB (1986b) Organizational culture. can it be a source of sustained competitive advantage? Acad Manag Rev 11:656–665. doi:10.2307/258317
Barney JB (1991) Firm resources and sustained competitive advantage. J Manag 17(1):99–120. doi:10.1177/014920639101700108
Barney JB (1992) Integrating organizational behaviour and strategy formulation research: a resource-based analysis. In: Shrivastava P, Huff A, Dutton J (eds) Advances in strategic management. JAI Press, Greenwich CT 8, pp 39–62
Barney JB (1995) Looking inside for competitive advantage. Acad Manag Exec 9(4):49–61
Barney JB (1997) Gaining and sustaining competitive advantage. Addison-Wesley, Reading
Bentler PM (1995) EQS structural equations program manual. Multivariate Software, Encino
Bentler PM, Bonett DG (1980) Significance tests and goodness-of-fit in the analysis of covariance structures. Psychol Bull 88:588–606. doi:10.1037/0033-2909.88.3.588
Bharadwaj SG, Varadarajan PR, Fahy J (1993) Sustainable competitive advantage in service industries. A conceptual model and research propositions. J Mark 57(4):83–99. doi:10.2307/1252221
Biolos J (2002) Six sigma meets the service economy. Harv Manag Update 7(11):3–5
Boissot M, Child J (1999) Organizations as adaptive systems in complex environments: the case of China. Organ Sci 10(3):237–252
Bollen KA (1989) Structural equations with latent variables. John Wiley & Sons, New York
Bretthauer K (2004) Service management. Dec Scien 35(3):325–332. doi:10.1111/j.0011-7315.2004.35031.x
Brush TH, Artz KW (1999) Toward a contingent resource-based theory: the impact of information asymmetry on the value of capabilities in veterinary medicine. Strateg Manag J 20:223–250. doi:10.1002/(SICI)1097-0266(199903)20:3<223::AID-SMJ14>3.0.CO;2-M
Camisón C (2004) On how to measure managerial and organizational capabilities. multi-item models for measuring distinctive competences. Manag Res 3(1):27–48
Canals J (2000) Managing corporate growth. Oxford University Press, New York
Carmeli A, Tishler A (2004) The relationship between intangible organizational elements and organizational performance. Strateg Manag J 25:1257–1278. doi:10.1002/smj.428
Carmines EG, Zeller RA (1979) Reliability and validity assessments. Sage, Beverly Hills
Castanias RP, Helfat CE (1991) Managerial resources and rents. J Manag 17:155–171. doi:10.1177/014920639101700110
Castanias RP, Helfat CE (1992) Managerial and windfall rents in the market for corporate control. J Econ Behav Organ 18(2):153–184. doi:10.1016/0167-2681(92)90025-7
Cattell RB (1966) The screen test for the number of factors. Multivar Behav Res Monogr 1
Cattell RB, Jaspars J (1967) A general planmode for factor analysis exercises and research. Multivar Behav Res Monogr 3
Chesbrough H, Spohrer J (2006) A research manifesto for services science. Commun ACM 49(7):35–40. doi:10.1145/1139922.1139945
Cox A (2006) China aims to compete for tech jobs. Raleigh News Obs 18:1
Cronbach LJ (1951) Coefficient alpha and the internal structure of tests. Psycometrika 16:297–334. doi:10.1007/BF02310555
Dutta S, Narasimhan O, Rajiv S (2005) Conceptualizing and measuring capabilities: methodology and empirical application. Strateg Manag J 26:277–285. doi:10.1002/smj.442
Fahy J (1996) Competitive advantage in international services: a resources-based view. Int Stud Manag Organ 26(2):24–37
Fahy J (2000) The resource-based view of the firm: some stumbling-blocks on the road to understanding sustainable competitive advantage. J Eur Ind Train 24:94–104. doi:10.1108/03090590010321061
Fiol CM (1991) Managing culture as a competitive resource. an identity based-view of sustanaible competitive advantage. J Manag 17(1):191–211. doi:10.1177/014920639101700112
Fornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. J Mark Res 18:39–50. doi:10.2307/3151312
Fortune (2008) The Fortune 500. Fortune 157(7):F1–F50
Godfrey PC, Hill CW (1995) The problem of unobservables in strategic management research. Strateg Manag J 16(7):519–533. doi:10.1002/smj.4250160703
Grant RM (1991) The resource-based theory of competitive advantages. Implications for strategy formulation. Calif Manag Rev 33(3):114–135
Grapentine T (1994) Problematic scales. When measuring quality, expectations scales exhibit several drawbacks. Mark Res 4:8–12
Hair JF, Anderson RE, Tatham RL, Black WC (1998) Multivariate data analysis, 5th edn. Englewood Cliffs, Prentice Hall
Hall RH (1992) The strategic analysis of intangible resources. Strateg Manag J 13(2):135–144. doi:10.1002/smj.4250130205
Hall RH (1993) A framework linking intangible resources and capabilities to sustainable competitive advantage. Strateg Manag J 14:607–618. doi:10.1002/smj.4250140804
Hatcher L (1994) A step by step approach to using the SAS system for factor analysis and structural equation modelling. SAS Institute, Cary
Hayek FA (1945) The use of knowledge in society. Am Econ Rev 35(4):519–530
Hayes B (1992) Measuring customer satisfaction: development and use of questionnaires. The Quality Press, Milwaukee
Henderson R, Cockburn I (1994) Measuring competences? Exploring firm effects in pharmaceutical research. Strateg Manag J 15 (special issue winter):63–84
Hitt MA, Bierman L, Shimizu K, Kochhar R (2001) Direct and moderating effects of human capital on strategy and performance in professional service firms: a resource-based perspective. Acad Manag J 44(1):13–28. doi:10.2307/3069334
Horn JL (1965) A rationale and test for the number of factors in factor analysis. Psychometrika 30:179–185. doi:10.1007/BF02289447
Hosskison RR, Hitt MA, Wan WP, Yiu D (1999) Theory and research in strategic management: swings of pendulum. J Manag 25(3):417–456. doi:10.1177/014920639902500307
Jöreskog KG (1969) An approach to confirmatory maximum likelihood factor analysis. Psychometrika 34:183–202. doi:10.1007/BF02289343
Jöreskog KG (1971) Simultaneous factor analysis in several populations. Psychometrica 57:409–426. doi:10.1007/BF02291366
Kaiser HF (1958) The varimax criterion for analytic rotation in factor analysis. Psychometrika 23:187–200. doi:10.1007/BF02289233
Kale P, Dyer JH, Singh H (2002) Alliance capability, stock market returns and long-term alliance function: the role of the alliance function. Strateg Manag J 23(8):747–767. doi:10.1002/smj.248
Kaplan RS, Norton DP (2004) Strategy maps: converting intangible assets into tangible outcomes. Harvard Business School Press, Boston
Kogut B, Zander U (1992) Knowledge of the firm, combinate capabilities, and the replication of technology. Organ Sci 3:383–397
Lado AA, Boyd NG, Wright P (1992) A competency-based model of sustainable competitive advantage. toward a conceptual integration. J Manag 18(1):77–91. doi:10.1177/014920639201800106
Lawler EE (2008) Talent. Making people your competitive advantage. Jossey Bass, San Francisco
Lenehan T (2000) A study of management practices and competences within effective organisations in the Irish tourism industry. Serv Ind J 20(3):19–42. doi:10.1080/02642060000000030
Lippman SA, Rumelt RP (1982) Uncertain imitability. An analysis of interfirm differences in efficiency under competition. Bell J Econ 23:418–438. doi:10.2307/3003464
McColl-Kennedy JR, Fetter RE (1999) Dimensions of consumer search behaviour in services. J Serv Mark 13:242–265. doi:10.1108/08876049910273871
Metters R, Marucheck A (2007) Service management—academic issues and scholarly reflections from operations management researchers. Dec Scien 38(2):195–214. doi:10.1111/j.1540-5915.2007.00156.x
Mueller RO (1996) Basic principles of structural equation modelling. An introduction to LISREL and EQS. Springer Publishers, New York
Nayyar PR (1993) Performance effects of information asymmetry and economies of scope in diversified service firms. Acad Manag J 36(1):28–37. doi:10.2307/256511
Nelson RR, Winter SG (1982) An evolutionary theory of economic change. Harvard University Press, Cambridge
Nunnally JC (1978) Psychometric theory. McGraw-Hill, New York
Nurosis MJ (1993) SPSS. Statistical data analysis. SPSS Inc,
O’Farrell PN, Hitchens DM, Moffat LAR (1993) The competitive advantage of business service firms: a matched pairs analysis of relationships between generic strategy and performance. Serv Ind J 13(1):40–62. doi:10.1080/02642069300000003
Perreault WD (1992) The shifting paradigm in marketing research. J Acad Mark Sci 20:367–375. doi:10.1007/BF02725214
Peteraf MA (1993) The cornerstone of competitive advantage. A resource-based view. Strateg Manag J 14(3):179–191. doi:10.1002/smj.4250140303
Peterson RA (1994) A meta-analysis of Cronbach’s coefficient alpha. J Consum Res 21:381–391. doi:10.1086/209405
Pleval MJ, Nellis S, Lane F, Schuler RS (1994) AT&T global business communication systems: linking H.R. with business strategy. Organ Dyn 22(3):59–72. doi:10.1016/0090-2616(94)90048-5
Reisinger Y, Turner L (1999) Structural equation modelling with Lisrel: application in tourism. Touri Manag 20(1):71–78. doi:10.1016/S0261-5177(98)00104-6
Robbins J, Wiersema MF (1995) A resource-based approach to the multibusiness firm: empirical analysis of portfolio interrelationships and corporate financial performance. Strateg Manag J 16(4):277–299. doi:10.1002/smj.4250160403
Rumelt RP (1984) Toward a strategic theory of the firm. In: Lamb R (ed) Competitive strategic management. Prentice-Hall, Englewood-Cliffs, pp 556–570
Schumacker RE, Lomax RG (1996) A beginner’s guide to structural equation modeling. Lawrence Erlbaum Associates Publishers, New Jersey
Sharma S (1996) Applied multivariante techniques. John Wiley & Sons, New York
Skaggs BC, Huffman TR (2003) A customer interaction approach to strategy and production complexity alignment in service firms. Acad Manag J 46(6):775–786
Skaggs BC, Youndt M (2004) Strategic positioning, human capital, and performance in service organizations: a customer interaction approach. Strateg Manag J 25:85–99. doi:10.1002/smj.365
Soteriou AC, Chase RB (1998) Linking the customer contact model to service quality. J Oper Manag 16:495–508. doi:10.1016/S0272-6963(98)00026-6
Teece DJ (2000) Strategies for managing knowledge assets: the role of firm structure and industrial context. Long Range Plann 33(1):35–54. doi:10.1016/S0024-6301(99)00117-X
Triplett JL, Yau OHM, Neal C (1994) Assessing the reliability and validity of SERVQUAL in a longitudinal study: the experience of an Australian organization. Asia Pac J Mark Logi 6(2):41–62. doi:10.1108/eb010256
Venkatraman N (1989) Strategic orientation of business enterprises: the construct, dimensionality and measurement. Manag Sci 35(8):942–962
Wernerfelt B (1984) The resource-based view of the firm. Strateg Manag J 5(2):171–180. doi:10.1002/smj.4250050207
Zeithaml VA, Parasuraman A, Berry L (1990) Discovering quality service. The Free Press, New York
Zollo M, Winter S (2002) Deliberate learning and the evolution of dynamic capabilities. Organ Scien 13(3):339–351. doi:10.1287/orsc.13.3.339.2780
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This study was carried out as part of research project (reference GV2007-075) which has been subsidized by the “Valencian Government Programme Scientific Research and Technological Development Projects”.
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Cruz-Ros, S. Multi-item models for evaluating managerial and organizational resources in service firms. Serv Bus 3, 229–257 (2009). https://doi.org/10.1007/s11628-008-0058-y
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DOI: https://doi.org/10.1007/s11628-008-0058-y