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Volumn 53, Issue 8, 2016, Pages 1049-1064

Toward the development of a big data analytics capability

Author keywords

Big data analytics; Capability; Firm performance; Formative constructs; Instrument development; Resource based theory

Indexed keywords

BIG DATA; COMPETITION; DATA ANALYTICS;

EID: 84997354287     PISSN: 03787206     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.im.2016.07.004     Document Type: Article
Times cited : (940)

References (109)
  • 1
    • 84923407603 scopus 로고    scopus 로고
    • Gartner Survey Reveals That 64 Percent of Organizations Have Invested or Plan to Invest in Big Data in 2013
    • Gartner
    • [1] Gartner, Gartner Survey Reveals That 64 Percent of Organizations Have Invested or Plan to Invest in Big Data in 2013. 2013, Gartner.
    • (2013)
    • Gartner1
  • 2
    • 9744285772 scopus 로고    scopus 로고
    • A resource-based perspective on information technology capability and firm performance: an empirical investigation
    • [2] Bharadwaj, A.S., A resource-based perspective on information technology capability and firm performance: an empirical investigation. MIS Q., 2000, 169–196.
    • (2000) MIS Q. , pp. 169-196
    • Bharadwaj, A.S.1
  • 3
    • 84977589263 scopus 로고    scopus 로고
    • Contemporary Strategy Analysis and Cases: Text and Cases
    • John Wiley & Sons
    • [3] Grant, R.M., Contemporary Strategy Analysis and Cases: Text and Cases. 2010, John Wiley & Sons.
    • (2010)
    • Grant, R.M.1
  • 4
    • 45949093601 scopus 로고    scopus 로고
    • IT doesn't matter
    • [4] Carr, N.G., IT doesn't matter. Educause Rev. 38 (2003), 24–38.
    • (2003) Educause Rev. , vol.38 , pp. 24-38
    • Carr, N.G.1
  • 6
    • 84989092230 scopus 로고
    • Strategic assets and organizational rent
    • [6] Amit, R., Schoemaker, P.J., Strategic assets and organizational rent. Strateg. Manage. J. 14 (1993), 33–46.
    • (1993) Strateg. Manage. J. , vol.14 , pp. 33-46
    • Amit, R.1    Schoemaker, P.J.2
  • 7
    • 0002086304 scopus 로고
    • Looking inside for competitive advantage
    • [7] Barney, J.B., Looking inside for competitive advantage. Acad. Manage. Exec. 9 (1995), 49–61.
    • (1995) Acad. Manage. Exec. , vol.9 , pp. 49-61
    • Barney, J.B.1
  • 8
    • 84919687779 scopus 로고    scopus 로고
    • The foundations of enterprise performance: dynamic and ordinary capabilities in an (economic) theory of firms
    • [8] Teece, D.J., The foundations of enterprise performance: dynamic and ordinary capabilities in an (economic) theory of firms. Acad. Manage. Perspect. 28 (2014), 328–352.
    • (2014) Acad. Manage. Perspect. , vol.28 , pp. 328-352
    • Teece, D.J.1
  • 9
    • 0342775775 scopus 로고    scopus 로고
    • Dynamic Capabilities and Strategic Management
    • John Wiley & Sons
    • [9] Teece, D.J., Pisano, G., Shuen, A., Dynamic Capabilities and Strategic Management. 1997, John Wiley & Sons.
    • (1997)
    • Teece, D.J.1    Pisano, G.2    Shuen, A.3
  • 10
    • 80051733015 scopus 로고    scopus 로고
    • Construct measurement and validation procedures in MIS and behavioral research: integrating new and existing techniques
    • [10] MacKenzie, S.B., Podsakoff, P.M., Podsakoff, N.P., Construct measurement and validation procedures in MIS and behavioral research: integrating new and existing techniques. MIS Q. 35 (2011), 293–334.
    • (2011) MIS Q. , vol.35 , pp. 293-334
    • MacKenzie, S.B.1    Podsakoff, P.M.2    Podsakoff, N.P.3
  • 11
    • 79958853536 scopus 로고    scopus 로고
    • The future of resource-based theory revitalization or decline?
    • [11] Barney, J.B., Ketchen, D.J., Wright, M., The future of resource-based theory revitalization or decline?. J. Manage. 37 (2011), 1299–1315.
    • (2011) J. Manage. , vol.37 , pp. 1299-1315
    • Barney, J.B.1    Ketchen, D.J.2    Wright, M.3
  • 13
    • 36048935995 scopus 로고    scopus 로고
    • A comparative longitudinal analysis of theoretical perspectives of interorganizational relationship performance
    • [13] Palmatier, R.W., Dant, R.P., Grewal, D., A comparative longitudinal analysis of theoretical perspectives of interorganizational relationship performance. J. Market. 71 (2007), 172–194.
    • (2007) J. Market. , vol.71 , pp. 172-194
    • Palmatier, R.W.1    Dant, R.P.2    Grewal, D.3
  • 14
    • 84945938996 scopus 로고    scopus 로고
    • Big Data: Using SMART Big Data. Analytics and Metrics to Make Better Decisions and Improve Performance
    • Wiley Hoboken
    • [14] Marr, B., Big Data: Using SMART Big Data. Analytics and Metrics to Make Better Decisions and Improve Performance. 2015, Wiley Hoboken.
    • (2015)
    • Marr, B.1
  • 15
    • 84989113324 scopus 로고
    • The cornerstones of competitive advantage: a resource-based view
    • [15] Peteraf, M.A., The cornerstones of competitive advantage: a resource-based view. Strateg. Manage. J. 14 (1993), 179–191.
    • (1993) Strateg. Manage. J. , vol.14 , pp. 179-191
    • Peteraf, M.A.1
  • 16
    • 84989029859 scopus 로고
    • The resource-based view within the conversation of strategic management
    • [16] Mahoney, J.T., Pandian, J.R., The resource-based view within the conversation of strategic management. Strateg. Manage. J. 13 (1992), 363–380.
    • (1992) Strateg. Manage. J. , vol.13 , pp. 363-380
    • Mahoney, J.T.1    Pandian, J.R.2
  • 17
    • 34249288360 scopus 로고    scopus 로고
    • On the assessment of the strategic value of information technologies: conceptual and analytical approaches
    • [17] Oh, W., Pinsonneault, A., On the assessment of the strategic value of information technologies: conceptual and analytical approaches. MIS Q., 2007, 239–265.
    • (2007) MIS Q. , pp. 239-265
    • Oh, W.1    Pinsonneault, A.2
  • 18
    • 84944878604 scopus 로고    scopus 로고
    • Information technology capability and firm performance: contradictory findings and their possible causes
    • [18] Chae, H.-C., Koh, C.E., Prybutok, V.R., Information technology capability and firm performance: contradictory findings and their possible causes. MIS Q. 38 (2014), 305–326.
    • (2014) MIS Q. , vol.38 , pp. 305-326
    • Chae, H.-C.1    Koh, C.E.2    Prybutok, V.R.3
  • 19
    • 9744284230 scopus 로고    scopus 로고
    • Review: information technology and organizational performance: an integrative model of IT business value
    • [19] Melville, N., Kraemer, K., Gurbaxani, V., Review: information technology and organizational performance: an integrative model of IT business value. MIS Q. 28 (2004), 283–322.
    • (2004) MIS Q. , vol.28 , pp. 283-322
    • Melville, N.1    Kraemer, K.2    Gurbaxani, V.3
  • 20
    • 84875194500 scopus 로고    scopus 로고
    • The effects of IS resources, capabilities, and qualities on organizational performance: an integrated approach
    • [20] Gu, J.-W., Jung, H.-W., The effects of IS resources, capabilities, and qualities on organizational performance: an integrated approach. Inform. Manage. 50 (2013), 87–97.
    • (2013) Inform. Manage. , vol.50 , pp. 87-97
    • Gu, J.-W.1    Jung, H.-W.2
  • 21
    • 84940963601 scopus 로고    scopus 로고
    • Conceptualizing social responsibility in operations via stakeholder resource-based view
    • [21] Sodhi, M.S., Conceptualizing social responsibility in operations via stakeholder resource-based view. Prod. Oper. Manage., 2015.
    • (2015) Prod. Oper. Manage.
    • Sodhi, M.S.1
  • 22
    • 84956586908 scopus 로고    scopus 로고
    • Resource based theory in operations management research
    • [22] Hitt, M.A., Xu, K., Carnes, C.M., Resource based theory in operations management research. J. Oper. Manage. 41:1 (2015), 77–94.
    • (2015) J. Oper. Manage. , vol.41 , Issue.1 , pp. 77-94
    • Hitt, M.A.1    Xu, K.2    Carnes, C.M.3
  • 23
    • 84997211889 scopus 로고    scopus 로고
    • Does experience help or hinder top managers? Working with different types of resources in hollywood
    • [23] Mannor, M.J., Shamsie, J., Conlon, D.E., Does experience help or hinder top managers? Working with different types of resources in hollywood. Strateg. Manage. J., 2015.
    • (2015) Strateg. Manage. J.
    • Mannor, M.J.1    Shamsie, J.2    Conlon, D.E.3
  • 24
    • 9744223613 scopus 로고    scopus 로고
    • Review: the resource-based view and information systems research: review, extension, and suggestions for future research
    • [24] Wade, M., Hulland, J., Review: the resource-based view and information systems research: review, extension, and suggestions for future research. MIS Q. 28 (2004), 107–142.
    • (2004) MIS Q. , vol.28 , pp. 107-142
    • Wade, M.1    Hulland, J.2
  • 25
    • 84896930624 scopus 로고
    • Firm resources and sustained competitive advantage
    • [25] Barney, J., Firm resources and sustained competitive advantage. J. Manage. 17 (1991), 99–120.
    • (1991) J. Manage. , vol.17 , pp. 99-120
    • Barney, J.1
  • 26
    • 0000359490 scopus 로고    scopus 로고
    • Toward a synthesis of the resource-based and dynamic-capability views of rent creation
    • [26] Makadok, R., Toward a synthesis of the resource-based and dynamic-capability views of rent creation. Strateg. Manage. J. 22 (2001), 387–401.
    • (2001) Strateg. Manage. J. , vol.22 , pp. 387-401
    • Makadok, R.1
  • 27
    • 3142782985 scopus 로고    scopus 로고
    • Issues in linking information technology capability to firm performance
    • [27] Santhanam, R., Hartono, E., Issues in linking information technology capability to firm performance. MIS Q., 2003, 125–153.
    • (2003) MIS Q. , pp. 125-153
    • Santhanam, R.1    Hartono, E.2
  • 28
    • 84885987846 scopus 로고    scopus 로고
    • The Importance of ‘Big Data’: A Definition
    • Gartner Stamford, CT
    • [28] Beyer, M.A., Laney, D., The Importance of ‘Big Data’: A Definition. 2012, Gartner, Stamford, CT.
    • (2012)
    • Beyer, M.A.1    Laney, D.2
  • 29
    • 84901322354 scopus 로고    scopus 로고
    • Big data at work: dispelling the myths
    • Harvard Business Review Press
    • [29] Davenport, T., Big data at work: dispelling the myths. Uncovering the Opportunities, 2014, Harvard Business Review Press.
    • (2014) Uncovering the Opportunities
    • Davenport, T.1
  • 30
    • 84997307967 scopus 로고    scopus 로고
    • New games, new rules, new scoreboards: the potential consequences of big data
    • [30] Markus, M.L., New games, new rules, new scoreboards: the potential consequences of big data. J. Inform. Technol., 2015, 1–2.
    • (2015) J. Inform. Technol. , pp. 1-2
    • Markus, M.L.1
  • 31
    • 84926623018 scopus 로고    scopus 로고
    • Big Data: Seizing Opportunities, Preserving Values
    • Executive Officer of the President Washington, DC
    • [31] E.O.o.t. President, Big Data: Seizing Opportunities, Preserving Values. 2014, Executive Officer of the President, Washington, DC.
    • (2014)
    • E.O.o.t. President1
  • 33
    • 84996889593 scopus 로고    scopus 로고
    • Business challenges and research directions of management analytics in the big data era
    • [33] Zhao, J.L., Fan, S., Hu, D., Business challenges and research directions of management analytics in the big data era. J. Manag. Anal. 1 (2014), 169–174.
    • (2014) J. Manag. Anal. , vol.1 , pp. 169-174
    • Zhao, J.L.1    Fan, S.2    Hu, D.3
  • 34
    • 84997235464 scopus 로고    scopus 로고
    • 8 Big Trends in Big Data Analytics
    • Computerworld
    • [34] Mitchell, R.L., 8 Big Trends in Big Data Analytics. 2014, Computerworld.
    • (2014)
    • Mitchell, R.L.1
  • 35
    • 84871857828 scopus 로고    scopus 로고
    • Big data: the management revolution
    • [35] McAfee, A., Brynjolfsson, E., Big data: the management revolution. Harv. Bus. Rev. 90 (2012), 60–66.
    • (2012) Harv. Bus. Rev. , vol.90 , pp. 60-66
    • McAfee, A.1    Brynjolfsson, E.2
  • 38
    • 84944558817 scopus 로고    scopus 로고
    • Intangible assets and a theory of heterogeneous firms, in: intangibles market failure and innovation performance
    • [38] Teece, D.J., Intangible assets and a theory of heterogeneous firms, in: intangibles market failure and innovation performance. Springer, 2015, 217–239.
    • (2015) Springer , pp. 217-239
    • Teece, D.J.1
  • 39
    • 81055138684 scopus 로고    scopus 로고
    • Big Data: The Next Frontier for Innovation, Competition, and Productivity
    • M.G. Institute
    • [39] Manyika, M., Chui, B., Brown, J., Bughin, R., Dobbs, C., Roxburgh, A.H., Big Data: The Next Frontier for Innovation, Competition, and Productivity. 2011, M.G. Institute.
    • (2011)
    • Manyika, M.1    Chui, B.2    Brown, J.3    Bughin, R.4    Dobbs, C.5    Roxburgh, A.H.6
  • 41
    • 84924231958 scopus 로고    scopus 로고
    • Eighty Percent of Consumers Believe Total Data Privacy No Longer Exists Accenture Survey Finds
    • Accenture
    • [41] Accenture, Eighty Percent of Consumers Believe Total Data Privacy No Longer Exists Accenture Survey Finds. 2014, Accenture.
    • (2014)
    • Accenture1
  • 42
    • 84997384090 scopus 로고    scopus 로고
    • Apple Acquires Durable Database Company Foundation DB
    • TechCrunch
    • [42] TechCrunch, Apple Acquires Durable Database Company Foundation DB. 2015, TechCrunch.
    • (2015)
    • TechCrunch1
  • 43
    • 53349102515 scopus 로고
    • Information technology and sustained competitive advantage: a resource-based analysis
    • [43] Mata, F.J., Fuerst, W.L., Barney, J.B., Information technology and sustained competitive advantage: a resource-based analysis. MIS Q., 1995, 487–505.
    • (1995) MIS Q. , pp. 487-505
    • Mata, F.J.1    Fuerst, W.L.2    Barney, J.B.3
  • 44
    • 0001822595 scopus 로고    scopus 로고
    • An empirical investigation of the factors affecting data warehousing success
    • [44] Wixom, B.H., Watson, H.J., An empirical investigation of the factors affecting data warehousing success. MIS Q., 2001, 17–41.
    • (2001) MIS Q. , pp. 17-41
    • Wixom, B.H.1    Watson, H.J.2
  • 45
    • 0003158414 scopus 로고    scopus 로고
    • Develop long-term competitiveness through IT assets
    • [45] Ross, J.W., Beath, C.M., Goodhue, D.L., Develop long-term competitiveness through IT assets. Sloan Manage. Rev. 38 (1996), 31–42.
    • (1996) Sloan Manage. Rev. , vol.38 , pp. 31-42
    • Ross, J.W.1    Beath, C.M.2    Goodhue, D.L.3
  • 46
    • 84892900342 scopus 로고    scopus 로고
    • Big data analytics,TDWI best practices report
    • [46] Russom, P., Big data analytics,TDWI best practices report. Fourth Q., 2011.
    • (2011) Fourth Q.
    • Russom, P.1
  • 47
    • 84916597404 scopus 로고    scopus 로고
    • Business intelligence and analytics: from big data to big impact
    • [47] Chen, H., Chiang, R.H., Storey, V.C., Business intelligence and analytics: from big data to big impact. MIS Q., 36, 2012.
    • (2012) MIS Q. , vol.36
    • Chen, H.1    Chiang, R.H.2    Storey, V.C.3
  • 48
    • 0002696386 scopus 로고    scopus 로고
    • SECI, Ba and leadership: a unified model of dynamic knowledge creation
    • [48] Nonaka, I., Toyama, R., Konno, N., SECI, Ba and leadership: a unified model of dynamic knowledge creation. Long Range Plann. 33 (2000), 5–34.
    • (2000) Long Range Plann. , vol.33 , pp. 5-34
    • Nonaka, I.1    Toyama, R.2    Konno, N.3
  • 49
    • 0036125832 scopus 로고    scopus 로고
    • Understanding cultures and implicit leadership theories across the globe: an introduction to project GLOBE
    • [49] House, R., Javidan, M., Hanges, P., Dorfman, P., Understanding cultures and implicit leadership theories across the globe: an introduction to project GLOBE. J. World Bus. 37 (2002), 3–10.
    • (2002) J. World Bus. , vol.37 , pp. 3-10
    • House, R.1    Javidan, M.2    Hanges, P.3    Dorfman, P.4
  • 50
    • 33847747395 scopus 로고    scopus 로고
    • The relationship between organizational culture and the deployment of systems development methodologies
    • [50] Iivari, J., Huisman, M., The relationship between organizational culture and the deployment of systems development methodologies. MIS Q. 31 (2007), 35–58.
    • (2007) MIS Q. , vol.31 , pp. 35-58
    • Iivari, J.1    Huisman, M.2
  • 51
    • 38249001594 scopus 로고
    • Developing your company image into a corporate asset
    • [51] Dowling, G.R., Developing your company image into a corporate asset. Long Range Plann. 26 (1993), 101–109.
    • (1993) Long Range Plann. , vol.26 , pp. 101-109
    • Dowling, G.R.1
  • 52
    • 0000483163 scopus 로고
    • Organizational culture: can it be a source of sustained competitive advantage?
    • [52] Barney, J.B., Organizational culture: can it be a source of sustained competitive advantage?. Acad. Manage. Rev. 11 (1986), 656–665.
    • (1986) Acad. Manage. Rev. , vol.11 , pp. 656-665
    • Barney, J.B.1
  • 53
    • 0000877903 scopus 로고    scopus 로고
    • Dynamic capabilities: what are they?
    • [53] Eisenhardt, K.M., Martin, J.A., Dynamic capabilities: what are they?. Strateg. Manage. J. 21 (2000), 1105–1121.
    • (2000) Strateg. Manage. J. , vol.21 , pp. 1105-1121
    • Eisenhardt, K.M.1    Martin, J.A.2
  • 54
    • 2942649403 scopus 로고    scopus 로고
    • Toward a knowledge-based theory of the firm
    • [54] Grant, R.M., Toward a knowledge-based theory of the firm. Strateg. Manage. J. 17 (1996), 109–122.
    • (1996) Strateg. Manage. J. , vol.17 , pp. 109-122
    • Grant, R.M.1
  • 55
    • 28844465483 scopus 로고    scopus 로고
    • Types of information technology capabilities and their role in competitive advantage: an empirical study
    • [55] Bhatt, G.D., Grover, V., Types of information technology capabilities and their role in competitive advantage: an empirical study. J. Manage. Inform. Syst. 22 (2005), 253–277.
    • (2005) J. Manage. Inform. Syst. , vol.22 , pp. 253-277
    • Bhatt, G.D.1    Grover, V.2
  • 56
    • 0000541592 scopus 로고
    • Absorptive capacity: a new perspective on learning and innovation
    • [56] Cohen, W.M., Levinthal, D.A., Absorptive capacity: a new perspective on learning and innovation. Adm. Sci. Q., 1990, 128–152.
    • (1990) Adm. Sci. Q. , pp. 128-152
    • Cohen, W.M.1    Levinthal, D.A.2
  • 57
    • 0003831979 scopus 로고    scopus 로고
    • Managing Industrial Knowledge: Creation, Transfer and Utilization
    • Sage
    • [57] Nonaka, I., Teece, D.J., Managing Industrial Knowledge: Creation, Transfer and Utilization. 2001, Sage.
    • (2001)
    • Nonaka, I.1    Teece, D.J.2
  • 58
    • 84876819524 scopus 로고    scopus 로고
    • Digital business strategy: toward a next generation of insights
    • [58] Bharadwaj, A., El Sawy, O.A., Pavlou, P.A., Venkatraman, N., Digital business strategy: toward a next generation of insights. Mis Q. 37 (2013), 471–482.
    • (2013) Mis Q. , vol.37 , pp. 471-482
    • Bharadwaj, A.1    El Sawy, O.A.2    Pavlou, P.A.3    Venkatraman, N.4
  • 59
    • 0242575351 scopus 로고    scopus 로고
    • Shaping agility through digital options: reconceptualizing the role of information technology in contemporary firms
    • [59] Sambamurthy, V., Bharadwaj, A., Grover, V., Shaping agility through digital options: reconceptualizing the role of information technology in contemporary firms. MIS Q., 2003, 237–263.
    • (2003) MIS Q. , pp. 237-263
    • Sambamurthy, V.1    Bharadwaj, A.2    Grover, V.3
  • 60
    • 84957693509 scopus 로고    scopus 로고
    • Research note—parenting new acquisitions: acquirers’ digital resource redeployment and targets’ performance improvement in the US hospital industry
    • [60] Du, K., Research note—parenting new acquisitions: acquirers’ digital resource redeployment and targets’ performance improvement in the US hospital industry. Inform. Syst. Res. 26 (2015), 829–844.
    • (2015) Inform. Syst. Res. , vol.26 , pp. 829-844
    • Du, K.1
  • 61
    • 85073398026 scopus 로고    scopus 로고
    • Business value of IT: An essay on expanding research directions to keep up with the times
    • [61] Kohli, R., Grover, V., Business value of IT: An essay on expanding research directions to keep up with the times. J. Assoc. Inform. Syst., 9, 2008, 1.
    • (2008) J. Assoc. Inform. Syst. , vol.9 , pp. 1
    • Kohli, R.1    Grover, V.2
  • 62
    • 0003567051 scopus 로고
    • Causal Inferences in Nonexperimental Research
    • [62] Blalock, H.M., Causal Inferences in Nonexperimental Research. 1964.
    • (1964)
    • Blalock, H.M.1
  • 63
    • 77957053448 scopus 로고    scopus 로고
    • Investigating two contradictory views of formative measurement in information systems research
    • [63] Kim, G., Shin, B., Grover, V., Investigating two contradictory views of formative measurement in information systems research. MIS Q. 34 (2010), 345–365.
    • (2010) MIS Q. , vol.34 , pp. 345-365
    • Kim, G.1    Shin, B.2    Grover, V.3
  • 64
    • 84859821550 scopus 로고    scopus 로고
    • The negative consequences of measurement model misspecification: a response to aguirre-Urreta and marakas
    • [64] Jarvis, C.B., MacKenzie, S.B., Podsakoff, P.M., The negative consequences of measurement model misspecification: a response to aguirre-Urreta and marakas. Mis Q. 36 (2012), 139–146.
    • (2012) Mis Q. , vol.36 , pp. 139-146
    • Jarvis, C.B.1    MacKenzie, S.B.2    Podsakoff, P.M.3
  • 65
    • 84859848174 scopus 로고    scopus 로고
    • The critical importance of construct measurement specification: a response to Aguirre-Urreta and Marakas
    • [65] Petter, S., Rai, A., Straub, D., The critical importance of construct measurement specification: a response to Aguirre-Urreta and Marakas. MIS Q. 36 (2012), 147–155.
    • (2012) MIS Q. , vol.36 , pp. 147-155
    • Petter, S.1    Rai, A.2    Straub, D.3
  • 66
    • 38549116762 scopus 로고    scopus 로고
    • Specifying formative constructs in information systems research
    • [66] Petter, S., Straub, D., Rai, A., Specifying formative constructs in information systems research. MIS Q., 2007, 623–656.
    • (2007) MIS Q. , pp. 623-656
    • Petter, S.1    Straub, D.2    Rai, A.3
  • 67
    • 84977167879 scopus 로고    scopus 로고
    • A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM)
    • SAGE Publications, Incorporated
    • [67] Hair, J.F. Jr., Hult, G.T.M., Ringle, C., Sarstedt, M., A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). 2013, SAGE Publications, Incorporated.
    • (2013)
    • Hair, J.F.1    Hult, G.T.M.2    Ringle, C.3    Sarstedt, M.4
  • 69
    • 84859837002 scopus 로고    scopus 로고
    • A critical look at the use of PLS-SEM in MIS Quarterly
    • [69] Ringle, C.M., Sarstedt, M., Straub, D., A critical look at the use of PLS-SEM in MIS Quarterly. MIS Q. (MISQ), 36, 2012.
    • (2012) MIS Q. (MISQ) , vol.36
    • Ringle, C.M.1    Sarstedt, M.2    Straub, D.3
  • 70
    • 81355132835 scopus 로고    scopus 로고
    • Understanding the link between information technology capability and organizational agility: an empirical examination
    • [70] Lu, Y., Ramamurthy, K., Understanding the link between information technology capability and organizational agility: an empirical examination. Mis Q. 35 (2011), 931–954.
    • (2011) Mis Q. , vol.35 , pp. 931-954
    • Lu, Y.1    Ramamurthy, K.2
  • 71
    • 84877962436 scopus 로고    scopus 로고
    • Investigating the value of sociomaterialism in conceptualizing IT capability of a firm
    • [71] Kim, G., Shin, B., Kwon, O., Investigating the value of sociomaterialism in conceptualizing IT capability of a firm. J. Manage. Inform. Syst. 29 (2012), 327–362.
    • (2012) J. Manage. Inform. Syst. , vol.29 , pp. 327-362
    • Kim, G.1    Shin, B.2    Kwon, O.3
  • 72
    • 21044444447 scopus 로고    scopus 로고
    • Effect of information systems resources and capabilities on firm performance: a resource-based perspective
    • [72] Ravichandran, T., Lertwongsatien, C., Effect of information systems resources and capabilities on firm performance: a resource-based perspective. J. Manage. Inform. Syst. 21 (2005), 237–276.
    • (2005) J. Manage. Inform. Syst. , vol.21 , pp. 237-276
    • Ravichandran, T.1    Lertwongsatien, C.2
  • 73
    • 84870577292 scopus 로고    scopus 로고
    • Resource structuring or capability building? An empirical study of the business value of information technology
    • [73] Wang, N., Liang, H., Zhong, W., Xue, Y., Xiao, J., Resource structuring or capability building? An empirical study of the business value of information technology. J. Manage. Inform. Syst. 29 (2012), 325–367.
    • (2012) J. Manage. Inform. Syst. , vol.29 , pp. 325-367
    • Wang, N.1    Liang, H.2    Zhong, W.3    Xue, Y.4    Xiao, J.5
  • 74
    • 34548839232 scopus 로고    scopus 로고
    • The error term in formative measurement models: interpretation and modeling implications
    • [74] Diamantopoulos, A., The error term in formative measurement models: interpretation and modeling implications. J. Modell. Manage. 1 (2006), 7–17.
    • (2006) J. Modell. Manage. , vol.1 , pp. 7-17
    • Diamantopoulos, A.1
  • 75
    • 70349811595 scopus 로고    scopus 로고
    • Reflective and formative metrics of relationship value: response to Baxter's commentary essay
    • [75] Diamantopoulos, A., Reflective and formative metrics of relationship value: response to Baxter's commentary essay. J. Bus. Res. 63 (2010), 91–93.
    • (2010) J. Bus. Res. , vol.63 , pp. 91-93
    • Diamantopoulos, A.1
  • 76
    • 0242424963 scopus 로고    scopus 로고
    • A critical review of construct indicators and measurement model misspecification in marketing and consumer research
    • [76] Jarvis, C.B., MacKenzie, S.B., Podsakoff, P.M., A critical review of construct indicators and measurement model misspecification in marketing and consumer research. J. Consum. Res. 30 (2003), 199–218.
    • (2003) J. Consum. Res. , vol.30 , pp. 199-218
    • Jarvis, C.B.1    MacKenzie, S.B.2    Podsakoff, P.M.3
  • 77
    • 84938952181 scopus 로고    scopus 로고
    • IT capabilities and product innovation performance: the roles of corporate entrepreneurship and competitive intensity
    • [77] Chen, Y., Wang, Y., Nevo, S., Benitez-Amado, J., Kou, G., IT capabilities and product innovation performance: the roles of corporate entrepreneurship and competitive intensity. Inform. Manage. 52 (2015), 643–657.
    • (2015) Inform. Manage. , vol.52 , pp. 643-657
    • Chen, Y.1    Wang, Y.2    Nevo, S.3    Benitez-Amado, J.4    Kou, G.5
  • 79
    • 77957367409 scopus 로고    scopus 로고
    • Leveraging IT capabilities and competitive process capabilities for the management of interorganizational relationship portfolios
    • [79] Rai, A., Tang, X., Leveraging IT capabilities and competitive process capabilities for the management of interorganizational relationship portfolios. Inform. Syst. Res. 21 (2010), 516–542.
    • (2010) Inform. Syst. Res. , vol.21 , pp. 516-542
    • Rai, A.1    Tang, X.2
  • 81
    • 72049101186 scopus 로고    scopus 로고
    • Interpretation of formative measurement in information systems research
    • [81] Cenfetelli, R.T., Bassellier, G., Interpretation of formative measurement in information systems research. MIS Q., 2009, 689–707.
    • (2009) MIS Q. , pp. 689-707
    • Cenfetelli, R.T.1    Bassellier, G.2
  • 82
    • 67650189915 scopus 로고
    • The holistic approach to construct validation in IS research: examples of the interplay between theory and measurement
    • Administrative Sciences Association of Canada
    • [82] Chin, W., Marcolin, B., The holistic approach to construct validation in IS research: examples of the interplay between theory and measurement. Administrative Sciences Association of Canada-annual Conference, 1995, Administrative Sciences Association of Canada, 34–43.
    • (1995) Administrative Sciences Association of Canada-annual Conference , pp. 34-43
    • Chin, W.1    Marcolin, B.2
  • 83
    • 84997557903 scopus 로고    scopus 로고
    • E., Breivik, J.B. Wilcox, Is formative measurement really measurement? Reply to Bollen (2007) and Bagozzi (2007), (2007).
    • [83] R.D. Howell, E., Breivik, J.B. Wilcox, Is formative measurement really measurement? Reply to Bollen (2007) and Bagozzi (2007), (2007).
    • Howell, R.D.1
  • 84
    • 80051755666 scopus 로고    scopus 로고
    • Evaluating effect, composite, and causal indicators in structural equation models
    • [84] Bollen, K.A., Evaluating effect, composite, and causal indicators in structural equation models. MIS Q. 35 (2011), 359–372.
    • (2011) MIS Q. , vol.35 , pp. 359-372
    • Bollen, K.A.1
  • 85
    • 70449595821 scopus 로고    scopus 로고
    • Two rules of identification for structural equation models
    • [85] Bollen, K.A., Davis, W.R., Two rules of identification for structural equation models. Struct. Equ. Modeling 16 (2009), 523–536.
    • (2009) Struct. Equ. Modeling , vol.16 , pp. 523-536
    • Bollen, K.A.1    Davis, W.R.2
  • 86
    • 79958697053 scopus 로고    scopus 로고
    • Measurement and meaning in information systems and organizational research: methodological and philosophical foundations
    • [86] Bagozzi, R.P., Measurement and meaning in information systems and organizational research: methodological and philosophical foundations. MIS Q. 35 (2011), 261–292.
    • (2011) MIS Q. , vol.35 , pp. 261-292
    • Bagozzi, R.P.1
  • 88
    • 60649096896 scopus 로고    scopus 로고
    • Using PLS path modeling for assessing hierarchical construct models: guidelines and empirical illustration
    • [88] Wetzels, M., Odekerken-Schröder, G., Van Oppen, C., Using PLS path modeling for assessing hierarchical construct models: guidelines and empirical illustration. MIS Q., 2009, 177–195.
    • (2009) MIS Q. , pp. 177-195
    • Wetzels, M.1    Odekerken-Schröder, G.2    Van Oppen, C.3
  • 89
    • 0003506109 scopus 로고    scopus 로고
    • Multivariate Data Analysis
    • Pearson Prentice Hall Upper Saddle River NJ
    • [89] Hair, J.F., Black, W.C., Babin, B.J., Anderson, R.E., Tatham, R.L., Multivariate Data Analysis. 2006, Pearson Prentice Hall Upper Saddle River, NJ.
    • (2006)
    • Hair, J.F.1    Black, W.C.2    Babin, B.J.3    Anderson, R.E.4    Tatham, R.L.5
  • 90
    • 84888882336 scopus 로고    scopus 로고
    • Development and validation of an instrument to measure organizational cultures’ support of Business Process Management
    • [90] Schmiedel, T., Vom Brocke, J., Recker, J., Development and validation of an instrument to measure organizational cultures’ support of Business Process Management. Inform. Manage. 51 (2014), 43–56.
    • (2014) Inform. Manage. , vol.51 , pp. 43-56
    • Schmiedel, T.1    Vom Brocke, J.2    Recker, J.3
  • 91
    • 0010703494 scopus 로고    scopus 로고
    • Multidimensional constructs in organizational behavior research: an integrative analytical framework
    • [91] Edwards, J.R., Multidimensional constructs in organizational behavior research: an integrative analytical framework. Organ. Res. Methods 4 (2001), 144–192.
    • (2001) Organ. Res. Methods , vol.4 , pp. 144-192
    • Edwards, J.R.1
  • 92
    • 84997139611 scopus 로고
    • Evaluating structural equation models with unobservable variables and measurement error
    • [92] Fornell, C., Larcker, D.F., Evaluating structural equation models with unobservable variables and measurement error. J. Market. Res., 1981, 39–50.
    • (1981) J. Market. Res. , pp. 39-50
    • Fornell, C.1    Larcker, D.F.2
  • 93
    • 84992194967 scopus 로고    scopus 로고
    • A new criterion for assessing discriminant validity in variance-based structural equation modeling
    • [93] Henseler, J., Ringle, C.M., Sarstedt, M., A new criterion for assessing discriminant validity in variance-based structural equation modeling. J. Acad. Market. Sci., 2014, 1–21.
    • (2014) J. Acad. Market. Sci. , pp. 1-21
    • Henseler, J.1    Ringle, C.M.2    Sarstedt, M.3
  • 94
    • 72049112547 scopus 로고    scopus 로고
    • Interfirm strategic information flows in logistics supply chain relationships
    • [94] Klein, R., Rai, A., Interfirm strategic information flows in logistics supply chain relationships. MIS Q., 2009, 735–762.
    • (2009) MIS Q. , pp. 735-762
    • Klein, R.1    Rai, A.2
  • 95
    • 32044456370 scopus 로고    scopus 로고
    • Firm performance impacts of digitally enabled supply chain integration capabilities
    • [95] Rai, A., Patnayakuni, R., Seth, N., Firm performance impacts of digitally enabled supply chain integration capabilities. MIS Q., 2006, 225–246.
    • (2006) MIS Q. , pp. 225-246
    • Rai, A.1    Patnayakuni, R.2    Seth, N.3
  • 96
    • 13944266733 scopus 로고    scopus 로고
    • Coordinating for flexibility in e-business supply chains
    • [96] Gosain, S., Malhotra, A., El Sawy, O.A., Coordinating for flexibility in e-business supply chains. J. Manage. Inform. Syst. 21 (2004), 7–45.
    • (2004) J. Manage. Inform. Syst. , vol.21 , pp. 7-45
    • Gosain, S.1    Malhotra, A.2    El Sawy, O.A.3
  • 97
    • 84933506000 scopus 로고    scopus 로고
    • How information technology governance mechanisms and strategic alignment influence organizational performance: insights from a matched survey of business and IT managers
    • [97] Wu, S.P.-J., Straub, D.W., Liang, T.-P., How information technology governance mechanisms and strategic alignment influence organizational performance: insights from a matched survey of business and IT managers. MIS Q. 39:25 (2014), 497–518.
    • (2014) MIS Q. , vol.39 , Issue.25 , pp. 497-518
    • Wu, S.P.-J.1    Straub, D.W.2    Liang, T.-P.3
  • 98
    • 0041842449 scopus 로고    scopus 로고
    • IT competency and firm performance: is organizational learning a missing link?
    • [98] Tippins, M.J., Sohi, R.S., IT competency and firm performance: is organizational learning a missing link?. Strateg. Manage. J. 24 (2003), 745–761.
    • (2003) Strateg. Manage. J. , vol.24 , pp. 745-761
    • Tippins, M.J.1    Sohi, R.S.2
  • 99
    • 84857357967 scopus 로고    scopus 로고
    • The moderating effects of supplier portfolio characteristics on the competitive performance impacts of supplier-facing process capabilities
    • [99] Tang, X., Rai, A., The moderating effects of supplier portfolio characteristics on the competitive performance impacts of supplier-facing process capabilities. J. Oper. Manage. 30 (2012), 85–98.
    • (2012) J. Oper. Manage. , vol.30 , pp. 85-98
    • Tang, X.1    Rai, A.2
  • 100
    • 0042429113 scopus 로고    scopus 로고
    • Knowledge management enablers, processes, and organizational performance: an integrative view and empirical examination
    • [100] Lee, H., Choi, B., Knowledge management enablers, processes, and organizational performance: an integrative view and empirical examination. J. Manage. Inform. Syst. 20 (2003), 179–228.
    • (2003) J. Manage. Inform. Syst. , vol.20 , pp. 179-228
    • Lee, H.1    Choi, B.2
  • 101
    • 0007987083 scopus 로고    scopus 로고
    • Performance implications of incorporating natural environmental issues into the strategic planning process: an empirical assessment
    • [101] Judge, W.Q., Douglas, T.J., Performance implications of incorporating natural environmental issues into the strategic planning process: an empirical assessment. J. Manage. Stud. 35 (1998), 241–262.
    • (1998) J. Manage. Stud. , vol.35 , pp. 241-262
    • Judge, W.Q.1    Douglas, T.J.2
  • 102
    • 0000761228 scopus 로고
    • Some methods for respecifying measurement models to obtain unidimensional construct measurement
    • [102] Anderson, J.C., Gerbing, D.W., Some methods for respecifying measurement models to obtain unidimensional construct measurement. J. Market. Res., 1982, 453–460.
    • (1982) J. Market. Res. , pp. 453-460
    • Anderson, J.C.1    Gerbing, D.W.2
  • 103
    • 2342436990 scopus 로고    scopus 로고
    • Topgrading: How Leading Companies Win by Hiring, Coaching, and Keeping the Best People
    • Penguin coaching, and keeping the best people
    • [103] Smart, B.D., Topgrading: How Leading Companies Win by Hiring, Coaching, and Keeping the Best People. 2005, Penguin, coaching, and keeping the best people.
    • (2005)
    • Smart, B.D.1
  • 104
    • 84916597404 scopus 로고    scopus 로고
    • Business intelligence and analytics: from big data to big impact
    • [104] Chen, H., Chiang, R.H.L., Storey, V.C., Business intelligence and analytics: from big data to big impact. MIS Q., 36, 2012.
    • (2012) MIS Q. , vol.36
    • Chen, H.1    Chiang, R.H.L.2    Storey, V.C.3
  • 105
    • 84902290714 scopus 로고    scopus 로고
    • Big data investment, skills, and firm value
    • [105] Tambe, P., Big data investment, skills, and firm value. Manage. Sci. 60 (2014), 1452–1469.
    • (2014) Manage. Sci. , vol.60 , pp. 1452-1469
    • Tambe, P.1
  • 106
    • 84898508772 scopus 로고    scopus 로고
    • Principles of Data Management: Facilitating Information Sharing
    • BCS The Chartered Institute
    • [106] Gordon, K., Principles of Data Management: Facilitating Information Sharing. 2007, BCS, The Chartered Institute.
    • (2007)
    • Gordon, K.1
  • 107
    • 9144226539 scopus 로고    scopus 로고
    • The relationships between intangible organizational elements and organizational performance
    • [107] Carmeli, A., Tishler, A., The relationships between intangible organizational elements and organizational performance. Strateg. Manage. J. 25 (2004), 1257–1278.
    • (2004) Strateg. Manage. J. , vol.25 , pp. 1257-1278
    • Carmeli, A.1    Tishler, A.2
  • 108
    • 84997411607 scopus 로고    scopus 로고
    • How Big Data Changes Business Management
    • Stanford Business
    • [108] Athey, S., How Big Data Changes Business Management. 2013, Stanford Business.
    • (2013)
    • Athey, S.1
  • 109
    • 84861113715 scopus 로고    scopus 로고
    • 3D data management: controlling data volume, velocity and variety
    • [109] Laney, D., 3D data management: controlling data volume, velocity and variety. META Group Res. Note, 6, 2001.
    • (2001) META Group Res. Note , vol.6
    • Laney, D.1


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