메뉴 건너뛰기




Volumn 57, Issue 8, 2019, Pages 2092-2112

Big data analytics capability in supply chain agility: The moderating effect of organizational flexibility

Author keywords

Analytics capability; Big data; Big data analytics capability; Contingency theory; Dynamic capability view

Indexed keywords


EID: 85044466126     PISSN: 00251747     EISSN: None     Source Type: Journal    
DOI: 10.1108/MD-01-2018-0119     Document Type: Article
Times cited : (310)

References (104)
  • 1
    • 85022215085 scopus 로고    scopus 로고
    • Why PLS-SEM is suitable for complex modelling? An empirical illustration in big data analytics quality
    • Akter, S., Fosso Wamba, S. and Dewan, S. (2017), “Why PLS-SEM is suitable for complex modelling? An empirical illustration in big data analytics quality”, Production Planning & Control, Vol. 28 No. 11-12, pp. 1011-1021.
    • (2017) Production Planning & Control , vol.28 , Issue.11-12 , pp. 1011-1021
    • Akter, S.1    Fosso Wamba, S.2    Dewan, S.3
  • 4
    • 0000357545 scopus 로고
    • Estimating nonresponse bias in mail surveys
    • Armstrong, J.S. and Overton, T.S. (1977), “Estimating nonresponse bias in mail surveys”, Journal of Marketing Research, Vol. 41 No. 3, pp. 396-402.
    • (1977) Journal of Marketing Research , vol.41 , Issue.3 , pp. 396-402
    • Armstrong, J.S.1    Overton, T.S.2
  • 5
    • 84896930624 scopus 로고
    • Firm resources and sustained competitive advantage
    • Barney, J. (1991), “Firm resources and sustained competitive advantage”, Journal of Management, Vol. 17 No. 1, pp. 99-120.
    • (1991) Journal of Management , vol.17 , Issue.1 , pp. 99-120
    • Barney, J.1
  • 6
    • 84871304450 scopus 로고    scopus 로고
    • Antecedents and enablers of supply chain agility and its effect on performance: a dynamic capabilities perspective
    • Blome, C., Schoenherr, T. and Rexhausen, D. (2013), “Antecedents and enablers of supply chain agility and its effect on performance: a dynamic capabilities perspective”, International Journal of Production Research, Vol. 51 No. 4, pp. 1295-1318.
    • (2013) International Journal of Production Research , vol.51 , Issue.4 , pp. 1295-1318
    • Blome, C.1    Schoenherr, T.2    Rexhausen, D.3
  • 7
    • 83655192459 scopus 로고    scopus 로고
    • Contingency hypotheses in strategic management research: use, disuse, or misuse?
    • Boyd, B.K., Takacs Haynes, K., Hitt, M.A., Bergh, D.D. and Ketchen, D.J. Jr (2012), “Contingency hypotheses in strategic management research: use, disuse, or misuse?”, Journal of Management, Vol. 38 No. 1, pp. 278-313.
    • (2012) Journal of Management , vol.38 , Issue.1 , pp. 278-313
    • Boyd, B.K.1    Takacs Haynes, K.2    Hitt, M.A.3    Bergh, D.D.4    Ketchen, D.J.5
  • 8
    • 84902988539 scopus 로고    scopus 로고
    • A contingent resource‐based perspective of supply chain resilience and robustness
    • Brandon‐Jones, E., Squire, B., Autry, C.W. and Petersen, K.J. (2014), “A contingent resource‐based perspective of supply chain resilience and robustness”, Journal of Supply Chain Management, Vol. 50 No. 3, pp. 55-73.
    • (2014) Journal of Supply Chain Management , vol.50 , Issue.3 , pp. 55-73
    • Brandon‐Jones, E.1    Squire, B.2    Autry, C.W.3    Petersen, K.J.4
  • 9
    • 61849142252 scopus 로고    scopus 로고
    • The organizational antecedents of a firm’s supply chain agility for risk mitigation and response
    • Braunscheidel, M.J. and Suresh, N.C. (2009), “The organizational antecedents of a firm’s supply chain agility for risk mitigation and response”, Journal of Operations Management, Vol. 27 No. 2, pp. 119-140.
    • (2009) Journal of Operations Management , vol.27 , Issue.2 , pp. 119-140
    • Braunscheidel, M.J.1    Suresh, N.C.2
  • 10
  • 11
    • 79951583504 scopus 로고    scopus 로고
    • Supply chain collaboration: impact on collaborative advantage and firm performance
    • Cao, M. and Zhang, Q. (2011), “Supply chain collaboration: impact on collaborative advantage and firm performance”, Journal of Operations Management, Vol. 29 No. 3, pp. 163-180.
    • (2011) Journal of Operations Management , vol.29 , Issue.3 , pp. 163-180
    • Cao, M.1    Zhang, Q.2
  • 12
    • 84916597404 scopus 로고    scopus 로고
    • Business intelligence and analytics: from big data to big impact
    • Chen, H., Chiang, R.H. and Storey, V.C. (2012), “Business intelligence and analytics: from big data to big impact”, MIS Quarterly, Vol. 36 No. 4, pp. 1165-1188.
    • (2012) MIS Quarterly , vol.36 , Issue.4 , pp. 1165-1188
    • Chen, H.1    Chiang, R.H.2    Storey, V.C.3
  • 13
    • 33847057062 scopus 로고    scopus 로고
    • Commentary: issues and opinion on structural equation modeling
    • Chin, W.W. (1998), “Commentary: issues and opinion on structural equation modeling”, MIS Quarterly, Vol. 22 No. 1, pp. Vii-Xvi.
    • (1998) MIS Quarterly , vol.22 , Issue.1
    • Chin, W.W.1
  • 15
    • 0033634601 scopus 로고    scopus 로고
    • The agile supply chain: competing in volatile markets
    • Christopher, M. (2000), “The agile supply chain: competing in volatile markets”, Industrial Marketing Management, Vol. 29 No. 1, pp. 37-44.
    • (2000) Industrial Marketing Management , vol.29 , Issue.1 , pp. 37-44
    • Christopher, M.1
  • 17
    • 30344473967 scopus 로고    scopus 로고
    • Competing on analytics
    • Davenport, T.H. (2006), “Competing on analytics”, Harvard Business Review, Vol. 84 No. 1, pp. 99-107.
    • (2006) Harvard Business Review , vol.84 , Issue.1 , pp. 99-107
    • Davenport, T.H.1
  • 19
    • 85040037306 scopus 로고    scopus 로고
    • Skills needed in supply chain-human agency and social capital analysis in third party logistics
    • Dubey, R., Gunasekaran, A., Childe, S.J. and Papadopoulos, T. (2018), “Skills needed in supply chain-human agency and social capital analysis in third party logistics”, Management Decision, Vol. 56 No. 1, pp. 143-159.
    • (2018) Management Decision , vol.56 , Issue.1 , pp. 143-159
    • Dubey, R.1    Gunasekaran, A.2    Childe, S.J.3    Papadopoulos, T.4
  • 20
    • 84925233440 scopus 로고    scopus 로고
    • The performance impact of supply chain agility and supply chain adaptability: the moderating effect of product complexity
    • Eckstein, D., Goellner, M., Blome, C. and Henke, M. (2015), “The performance impact of supply chain agility and supply chain adaptability: the moderating effect of product complexity”, International Journal of Production Research, Vol. 53 No. 10, pp. 3028-3046.
    • (2015) International Journal of Production Research , vol.53 , Issue.10 , pp. 3028-3046
    • Eckstein, D.1    Goellner, M.2    Blome, C.3    Henke, M.4
  • 21
    • 0000877903 scopus 로고    scopus 로고
    • Dynamic capabilities: what are they?
    • Eisenhardt, K.M. and Martin, J.A. (2000), “Dynamic capabilities: what are they?”, Strategic Management Journal, Vol. 21 Nos 10/11, pp. 1105-1121.
    • (2000) Strategic Management Journal , vol.21 , Issue.10-11 , pp. 1105-1121
    • Eisenhardt, K.M.1    Martin, J.A.2
  • 22
    • 0001275618 scopus 로고    scopus 로고
    • What is the right supply chain for your product?
    • Fisher, M.L. (1997), “What is the right supply chain for your product?”, Harvard Business Review, Vol. 75 No. 2, pp. 105-116.
    • (1997) Harvard Business Review , vol.75 , Issue.2 , pp. 105-116
    • Fisher, M.L.1
  • 23
    • 0000009769 scopus 로고
    • Evaluating structural equation models with unobservable variables and measurement error
    • Fornell, C. and Larcker, D.F. (1981), “Evaluating structural equation models with unobservable variables and measurement error”, Journal of Marketing Research, Vol. 18 No. 1, pp. 39-50.
    • (1981) Journal of Marketing Research , vol.18 , Issue.1 , pp. 39-50
    • Fornell, C.1    Larcker, D.F.2
  • 24
    • 85021362341 scopus 로고    scopus 로고
    • Big data analytics and business process innovation
    • Fosso Wamba, S. (2017), “Big data analytics and business process innovation”, Business Process Management Journal, Vol. 23 No. 3, pp. 470-476.
    • (2017) Business Process Management Journal , vol.23 , Issue.3 , pp. 470-476
    • Fosso Wamba, S.1
  • 25
    • 84929509763 scopus 로고    scopus 로고
    • How ‘big data’ can make big impact: findings from a systematic review and a longitudinal case study
    • Fosso Wamba, S., Akter, S., Edwards, A., Chopin, G. and Gnanzou, D. (2015), “How ‘big data’ can make big impact: findings from a systematic review and a longitudinal case study”, International Journal of Production Economics, Vol. 165, pp. 234-246.
    • (2015) International Journal of Production Economics , vol.165 , pp. 234-246
    • Fosso Wamba, S.1    Akter, S.2    Edwards, A.3    Chopin, G.4    Gnanzou, D.5
  • 27
    • 85033720742 scopus 로고    scopus 로고
    • Improving the use of analytics and big data by changing the decision-making culture: a design approach
    • Frisk, J.E. and Bannister, F. (2017), “Improving the use of analytics and big data by changing the decision-making culture: a design approach”, Management Decision, Vol. 55 No. 10, pp. 2074-2088.
    • (2017) Management Decision , vol.55 , Issue.10 , pp. 2074-2088
    • Frisk, J.E.1    Bannister, F.2
  • 28
    • 0004194487 scopus 로고
    • Addison-Wesley Longman Publishing Co., Inc., New York, NY
    • Galbraith, J.R. (1973), Designing Complex Organizations, Addison-Wesley Longman Publishing Co., Inc., New York, NY.
    • (1973) Designing Complex Organizations
    • Galbraith, J.R.1
  • 29
    • 0002658781 scopus 로고
    • Organization design: an information processing view
    • Galbraith, J.R. (1974), “Organization design: an information processing view”, Interfaces, Vol. 4 No. 3, pp. 28-36.
    • (1974) Interfaces , vol.4 , Issue.3 , pp. 28-36
    • Galbraith, J.R.1
  • 30
    • 84927607401 scopus 로고    scopus 로고
    • Organization design challenges resulting from big data
    • Galbraith, J.R. (2014), “Organization design challenges resulting from big data”, Journal of Organizational Design, Vol. 3 No. 1, pp. 2-13.
    • (2014) Journal of Organizational Design , vol.3 , Issue.1 , pp. 2-13
    • Galbraith, J.R.1
  • 31
    • 84863434679 scopus 로고    scopus 로고
    • Understanding the role of logistics capabilities in achieving supply chain agility: a systematic literature review
    • Gligor, D.M. and Holcomb, M.C. (2012a), “Understanding the role of logistics capabilities in achieving supply chain agility: a systematic literature review”, Supply Chain Management: An International Journal, Vol. 17 No. 4, pp. 438-453.
    • (2012) Supply Chain Management: An International Journal , vol.17 , Issue.4 , pp. 438-453
    • Gligor, D.M.1    Holcomb, M.C.2
  • 32
    • 84876210331 scopus 로고    scopus 로고
    • Antecedents and consequences of supply chain agility: establishing the link to firm performance
    • Gligor, D.M. and Holcomb, M.C. (2012b), “Antecedents and consequences of supply chain agility: establishing the link to firm performance”, Journal of Business Logistics, Vol. 33 No. 4, pp. 295-308.
    • (2012) Journal of Business Logistics , vol.33 , Issue.4 , pp. 295-308
    • Gligor, D.M.1    Holcomb, M.C.2
  • 33
    • 84910030823 scopus 로고    scopus 로고
    • Performance outcomes of supply chain agility: when should you be agile?
    • Gligor, D.M., Esmark, C.L. and Holcomb, M.C. (2015), “Performance outcomes of supply chain agility: when should you be agile?”, Journal of Operations Management, Vol. 33, pp. 71-82.
    • (2015) Journal of Operations Management , vol.33 , pp. 71-82
    • Gligor, D.M.1    Esmark, C.L.2    Holcomb, M.C.3
  • 34
    • 84971505657 scopus 로고    scopus 로고
    • An exploration of the strategic antecedents of firm supply chain agility: the role of a firm’s orientations
    • Gligor, D.M., Holcomb, M.C. and Feizabadi, J. (2016), “An exploration of the strategic antecedents of firm supply chain agility: the role of a firm’s orientations”, International Journal of Production Economics, Vol. 179, pp. 24-34.
    • (2016) International Journal of Production Economics , vol.179 , pp. 24-34
    • Gligor, D.M.1    Holcomb, M.C.2    Feizabadi, J.3
  • 35
    • 84987829994 scopus 로고    scopus 로고
    • Organizational models for big data and analytics
    • Grossman, R.L. and Siegel, K.P. (2014), “Organizational models for big data and analytics”, Journal of Organizational Design, Vol. 3 No. 1, pp. 20-25.
    • (2014) Journal of Organizational Design , vol.3 , Issue.1 , pp. 20-25
    • Grossman, R.L.1    Siegel, K.P.2
  • 36
    • 84938823944 scopus 로고    scopus 로고
    • Notes from the editors: redefining some methodological criteria for the journal
    • Guide, V.D.R. and Ketokivi, M. (2015), “Notes from the editors: redefining some methodological criteria for the journal”, Journal of Operations Management, No. 37, pp. v-viii.
    • (2015) Journal of Operations Management , Issue.37
    • Guide, V.D.R.1    Ketokivi, M.2
  • 39
    • 84901705764 scopus 로고    scopus 로고
    • Data quality for data science, predictive analytics, and big data in supply chain management: an introduction to the problem and suggestions for research and applications
    • Hazen, B.T., Boone, C.A., Ezell, J.D. and Jones-Farmer, L.A. (2014), “Data quality for data science, predictive analytics, and big data in supply chain management: an introduction to the problem and suggestions for research and applications”, International Journal of Production Economics, Vol. 154, pp. 72-80.
    • (2014) International Journal of Production Economics , vol.154 , pp. 72-80
    • Hazen, B.T.1    Boone, C.A.2    Ezell, J.D.3    Jones-Farmer, L.A.4
  • 41
    • 84878235652 scopus 로고    scopus 로고
    • Can competitive advantage be predicted? Towards a predictive definition of competitive advantage in the resource-based view of the firm
    • Hinterhuber, A. (2013), “Can competitive advantage be predicted? Towards a predictive definition of competitive advantage in the resource-based view of the firm”, Management Decision, Vol. 51 No. 4, pp. 795-812.
    • (2013) Management Decision , vol.51 , Issue.4 , pp. 795-812
    • Hinterhuber, A.1
  • 43
    • 79959594222 scopus 로고    scopus 로고
    • Supply chain resilience in the global financial crisis: an empirical study
    • Jüttner, U. and Maklan, S. (2011), “Supply chain resilience in the global financial crisis: an empirical study”, Supply Chain Management: An International Journal, Vol. 16 No. 4, pp. 246-259.
    • (2011) Supply Chain Management: An International Journal , vol.16 , Issue.4 , pp. 246-259
    • Jüttner, U.1    Maklan, S.2
  • 44
    • 85008423015 scopus 로고    scopus 로고
    • Challenges and opportunities of digital information at the intersection of big data analytics and supply chain management
    • Kache, F. and Seuring, S. (2017), “Challenges and opportunities of digital information at the intersection of big data analytics and supply chain management”, International Journal of Operations & Production Management, Vol. 37 No. 1, pp. 10-36.
    • (2017) International Journal of Operations & Production Management , vol.37 , Issue.1 , pp. 10-36
    • Kache, F.1    Seuring, S.2
  • 45
    • 2542463229 scopus 로고    scopus 로고
    • Perceptual measures of performance: fact or fiction?
    • Ketokivi, M.A. and Schroeder, R.G. (2004), “Perceptual measures of performance: fact or fiction?”, Journal of Operations Management, Vol. 22 No. 3, pp. 247-264.
    • (2004) Journal of Operations Management , vol.22 , Issue.3 , pp. 247-264
    • Ketokivi, M.A.1    Schroeder, R.G.2
  • 46
    • 59849096357 scopus 로고    scopus 로고
    • Strategic sourcing for supply chain agility and firms’ performance: a study of Indian manufacturing sector
    • Khan, K.A. and Pillania, R.K. (2008), “Strategic sourcing for supply chain agility and firms’ performance: a study of Indian manufacturing sector”, Management Decision, Vol. 46 No. 10, pp. 1508-1530.
    • (2008) Management Decision , vol.46 , Issue.10 , pp. 1508-1530
    • Khan, K.A.1    Pillania, R.K.2
  • 47
    • 84996602292 scopus 로고    scopus 로고
    • Advanced mediating effects tests, multi-group analyses, and measurement model assessments in PLS-based SEM
    • Kock, N. (2014), “Advanced mediating effects tests, multi-group analyses, and measurement model assessments in PLS-based SEM”, International Journal of e-Collaboration, Vol. 10 No. 1, pp. 1-13.
    • (2014) International Journal of e-Collaboration , vol.10 , Issue.1 , pp. 1-13
    • Kock, N.1
  • 49
    • 85022199723 scopus 로고    scopus 로고
    • Big data in operations and supply chain management: current trends and future perspectives
    • Lamba, K. and Singh, S.P. (2017), “Big data in operations and supply chain management: current trends and future perspectives”, Production Planning & Control, Vol. 28 No. 11-12, pp. 877-890.
    • (2017) Production Planning & Control , vol.28 , Issue.11-12 , pp. 877-890
    • Lamba, K.1    Singh, S.P.2
  • 51
    • 0035998164 scopus 로고    scopus 로고
    • Aligning supply chain strategies with product uncertainties
    • Lee, H.L. (2002), “Aligning supply chain strategies with product uncertainties”, California Management Review, Vol. 44 No. 3, pp. 105-119.
    • (2002) California Management Review , vol.44 , Issue.3 , pp. 105-119
    • Lee, H.L.1
  • 52
    • 6044257857 scopus 로고    scopus 로고
    • The triple-a supply chain
    • Lee, H.L. (2004), “The triple-a supply chain”, Harvard Business Review, Vol. 82 No. 10, pp. 102-113.
    • (2004) Harvard Business Review , vol.82 , Issue.10 , pp. 102-113
    • Lee, H.L.1
  • 53
    • 84991904404 scopus 로고    scopus 로고
    • Accounting for common method variance in cross-sectional research designs
    • Lindell, M.K. and Whitney, D.J. (2001), “Accounting for common method variance in cross-sectional research designs”, Journal of Applied Psychology, Vol. 86 No. 1, pp. 114-121.
    • (2001) Journal of Applied Psychology , vol.86 , Issue.1 , pp. 114-121
    • Lindell, M.K.1    Whitney, D.J.2
  • 54
    • 84875445939 scopus 로고    scopus 로고
    • The impact of IT capabilities on firm performance: the mediating roles of absorptive capacity and supply chain agility
    • Liu, H., Ke, W., Wei, K.K. and Hua, Z. (2013), “The impact of IT capabilities on firm performance: the mediating roles of absorptive capacity and supply chain agility”, Decision Support Systems, Vol. 54 No. 3, pp. 1452-1462.
    • (2013) Decision Support Systems , vol.54 , Issue.3 , pp. 1452-1462
    • Liu, H.1    Ke, W.2    Wei, K.K.3    Hua, Z.4
  • 55
    • 67649397507 scopus 로고    scopus 로고
    • How organizational flexibility affects new product development in an uncertain environment: evidence from China
    • Liu, Y., Li, Y. and Wei, Z. (2009), “How organizational flexibility affects new product development in an uncertain environment: evidence from China”, International Journal of Production Economics, Vol. 120 No. 1, pp. 18-29.
    • (2009) International Journal of Production Economics , vol.120 , Issue.1 , pp. 18-29
    • Liu, Y.1    Li, Y.2    Wei, Z.3
  • 56
    • 0032115861 scopus 로고    scopus 로고
    • An assessment of survey research in POM: from constructs to theory
    • Malhotra, M.K. and Grover, V. (1998), “An assessment of survey research in POM: from constructs to theory”, Journal of Operations Management, Vol. 16 No. 4, pp. 407-425.
    • (1998) Journal of Operations Management , vol.16 , Issue.4 , pp. 407-425
    • Malhotra, M.K.1    Grover, V.2
  • 58
    • 85009747748 scopus 로고    scopus 로고
    • Union is strength: the integration of ISO 9001 and ISO 14001 contributes to improve the firms’ financial performance
    • Martí-Ballester, C.P. and Simon, A. (2017), “Union is strength: the integration of ISO 9001 and ISO 14001 contributes to improve the firms’ financial performance”, Management Decision, Vol. 55 No. 1, pp. 81-102.
    • (2017) Management Decision , vol.55 , Issue.1 , pp. 81-102
    • Martí-Ballester, C.P.1    Simon, A.2
  • 60
    • 85021367604 scopus 로고    scopus 로고
    • A bibliographic study on big data: concepts, trends and challenges
    • Mishra, D., Luo, Z., Jiang, S. and Dubey, R. (2017), “A bibliographic study on big data: concepts, trends and challenges”, Business Process Management Journal, Vol. 23 No. 3, pp. 555-573.
    • (2017) Business Process Management Journal , vol.23 , Issue.3 , pp. 555-573
    • Mishra, D.1    Luo, Z.2    Jiang, S.3    Dubey, R.4
  • 61
    • 84986904842 scopus 로고    scopus 로고
    • Inter‐organizational fit, relationship management capability, and collaborative performance within a humanitarian setting
    • Moshtari, M. (2016), “Inter‐organizational fit, relationship management capability, and collaborative performance within a humanitarian setting”, Production and Operations Management, Vol. 25 No. 9, pp. 1542-1557.
    • (2016) Production and Operations Management , vol.25 , Issue.9 , pp. 1542-1557
    • Moshtari, M.1
  • 62
    • 0033101952 scopus 로고    scopus 로고
    • A multiple-method study of environmental uncertainty and manufacturing flexibility
    • Pagell, M. and Krause, D.R. (1999), “A multiple-method study of environmental uncertainty and manufacturing flexibility”, Journal of Operations Management, Vol. 17 No. 3, pp. 307-325.
    • (1999) Journal of Operations Management , vol.17 , Issue.3 , pp. 307-325
    • Pagell, M.1    Krause, D.R.2
  • 63
    • 85022183980 scopus 로고    scopus 로고
    • Big data and analytics in operations and supply chain management: managerial aspects and practical challenges
    • Papadopoulos, T., Gunasekaran, A., Dubey, R. and Fosso Wamba, S. (2017), “Big data and analytics in operations and supply chain management: managerial aspects and practical challenges”, Production Planning & Control, Vol. 28 No. 11-12, pp. 873-876.
    • (2017) Production Planning & Control , vol.28 , Issue.11-12 , pp. 873-876
    • Papadopoulos, T.1    Gunasekaran, A.2    Dubey, R.3    Fosso Wamba, S.4
  • 64
    • 84865640523 scopus 로고    scopus 로고
    • Using partial least squares in operations management research: a practical guideline and summary of past research
    • Peng, D.X. and Lai, F. (2012), “Using partial least squares in operations management research: a practical guideline and summary of past research”, Journal of Operations Management, Vol. 30 No. 6, pp. 467-480.
    • (2012) Journal of Operations Management , vol.30 , Issue.6 , pp. 467-480
    • Peng, D.X.1    Lai, F.2
  • 65
    • 84989113324 scopus 로고
    • The cornerstones of competitive advantage: a resource‐based view
    • Peteraf, M.A. (1993), “The cornerstones of competitive advantage: a resource‐based view”, Strategic Management Journal, Vol. 14 No. 3, pp. 179-191.
    • (1993) Strategic Management Journal , vol.14 , Issue.3 , pp. 179-191
    • Peteraf, M.A.1
  • 66
    • 84970235764 scopus 로고
    • Self-reports in organizational research: problems and prospects
    • Podsakoff, P.M. and Organ, D.W. (1986), “Self-reports in organizational research: problems and prospects”, Journal of Management, Vol. 12 No. 4, pp. 531-544.
    • (1986) Journal of Management , vol.12 , Issue.4 , pp. 531-544
    • Podsakoff, P.M.1    Organ, D.W.2
  • 67
    • 0141907688 scopus 로고    scopus 로고
    • Common method biases in behavioral research: a critical review of the literature and recommended remedies
    • Podsakoff, P.M., MacKenzie, S.B., Lee, J.Y. and Podsakoff, N.P. (2003), “Common method biases in behavioral research: a critical review of the literature and recommended remedies”, Journal of Applied Psychology, Vol. 88 No. 5, pp. 879-903.
    • (2003) Journal of Applied Psychology , vol.88 , Issue.5 , pp. 879-903
    • Podsakoff, P.M.1    MacKenzie, S.B.2    Lee, J.Y.3    Podsakoff, N.P.4
  • 69
    • 84961574813 scopus 로고    scopus 로고
    • Strategic orientation and information technological turbulence: contingency perspective in SMEs
    • Pratono, A.H. (2016), “Strategic orientation and information technological turbulence: contingency perspective in SMEs”, Business Process Management Journal, Vol. 22 No. 2, pp. 368-382.
    • (2016) Business Process Management Journal , vol.22 , Issue.2 , pp. 368-382
    • Pratono, A.H.1
  • 70
    • 84904700124 scopus 로고    scopus 로고
    • Big data and competitive advantage at Nielsen
    • Prescott, M.E. (2014), “Big data and competitive advantage at Nielsen”, Management Decision, Vol. 52 No. 3, pp. 573-601.
    • (2014) Management Decision , vol.52 , Issue.3 , pp. 573-601
    • Prescott, M.E.1
  • 71
    • 85031105989 scopus 로고    scopus 로고
    • Business performance analytics: exploring the potential for performance management systems
    • Raffoni, A., Visani, F., Bartolini, M. and Silvi, R. (2018), “Business performance analytics: exploring the potential for performance management systems”, Production Planning & Control, Vol. 29 No. 1, pp. 51-67.
    • (2018) Production Planning & Control , vol.29 , Issue.1 , pp. 51-67
    • Raffoni, A.1    Visani, F.2    Bartolini, M.3    Silvi, R.4
  • 72
    • 0002070419 scopus 로고
    • Causal ambiguity, barriers to imitation, and sustainable competitive advantage
    • Reed, R. and DeFillippi, R.J. (1990), “Causal ambiguity, barriers to imitation, and sustainable competitive advantage”, Academy of Management Review, Vol. 15 No. 1, pp. 88-102.
    • (1990) Academy of Management Review , vol.15 , Issue.1 , pp. 88-102
    • Reed, R.1    DeFillippi, R.J.2
  • 73
    • 84961197705 scopus 로고    scopus 로고
    • Modelling quality dynamics, business value and firm performance in a big data analytics environment
    • Ren, S.J.-F., Fosso Wamba, S., Akter, S., Dubey, R. and Childe, S.J. (2017), “Modelling quality dynamics, business value and firm performance in a big data analytics environment”, International Journal of Production Research, Vol. 55 No. 17, pp. 5011-5026.
    • (2017) International Journal of Production Research , vol.55 , Issue.17 , pp. 5011-5026
    • Ren, S.J.-F.1    Fosso Wamba, S.2    Akter, S.3    Dubey, R.4    Childe, S.J.5
  • 74
    • 85022182816 scopus 로고    scopus 로고
    • Big data and the transformation of operations models: a framework and a new research agenda
    • Roden, S., Nucciarelli, A., Li, F. and Graham, G. (2017), “Big data and the transformation of operations models: a framework and a new research agenda”, Production Planning & Control, Vol. 28 Nos 11/12, pp. 929-944.
    • (2017) Production Planning & Control , vol.28 , Issue.11-12 , pp. 929-944
    • Roden, S.1    Nucciarelli, A.2    Li, F.3    Graham, G.4
  • 76
    • 0242575351 scopus 로고    scopus 로고
    • Shaping agility through digital options: reconceptualizing the role of information technology in contemporary firms
    • Sambamurthy, V., Bharadwaj, A. and Grover, V. (2003), “Shaping agility through digital options: reconceptualizing the role of information technology in contemporary firms”, MIS Quarterly, Vol. 27 No. 2, pp. 237-263.
    • (2003) MIS Quarterly , vol.27 , Issue.2 , pp. 237-263
    • Sambamurthy, V.1    Bharadwaj, A.2    Grover, V.3
  • 77
    • 0000319267 scopus 로고
    • Strategic flexibility, firm organization, and managerial work in dynamic markets: a strategic options perspective
    • Sanchez, R. (1993), “Strategic flexibility, firm organization, and managerial work in dynamic markets: a strategic options perspective”, Advances in Strategic Management, Vol. 9 No. 1, pp. 251-291.
    • (1993) Advances in Strategic Management , vol.9 , Issue.1 , pp. 251-291
    • Sanchez, R.1
  • 78
    • 84989078094 scopus 로고
    • Strategic flexibility in product competition
    • Sanchez, R. (1995), “Strategic flexibility in product competition”, Strategic Management Journal, Vol. 16 No. S1, pp. 135-159.
    • (1995) Strategic Management Journal , vol.16 , Issue.S1 , pp. 135-159
    • Sanchez, R.1
  • 79
    • 0002989014 scopus 로고    scopus 로고
    • Preparing for an uncertain future: managing organizations for strategic flexibility
    • Sanchez, R. (1997), “Preparing for an uncertain future: managing organizations for strategic flexibility”, International Studies of Management & Organization, Vol. 27 No. 2, pp. 71-94.
    • (1997) International Studies of Management & Organization , vol.27 , Issue.2 , pp. 71-94
    • Sanchez, R.1
  • 80
    • 0031375596 scopus 로고    scopus 로고
    • Modularity, flexibility, and knowledge management in product and organization design
    • Sanchez, R. and Mahoney, J.T. (1997), “Modularity, flexibility, and knowledge management in product and organization design”, IEEE Engineering Management Review, Vol. 25 No. 4, pp. 50-61.
    • (1997) IEEE Engineering Management Review , vol.25 , Issue.4 , pp. 50-61
    • Sanchez, R.1    Mahoney, J.T.2
  • 81
    • 84937855044 scopus 로고    scopus 로고
    • Business intelligence competence, agile capabilities, and agile performance in supply chain: an empirical study
    • Sangari, M.S. and Razmi, J. (2015), “Business intelligence competence, agile capabilities, and agile performance in supply chain: an empirical study”, The International Journal of Logistics Management, Vol. 26 No. 2, pp. 356-380.
    • (2015) The International Journal of Logistics Management , vol.26 , Issue.2 , pp. 356-380
    • Sangari, M.S.1    Razmi, J.2
  • 83
    • 79957803875 scopus 로고    scopus 로고
    • Revisiting flexibility in organizations: exploring its impact on performance
    • Sharma, M.K., Sushil and Jain, P.K. (2010), “Revisiting flexibility in organizations: exploring its impact on performance”, Global Journal of Flexible Systems Management, Vol. 11 No. 3, pp. 51-68.
    • (2010) Global Journal of Flexible Systems Management , vol.11 , Issue.3 , pp. 51-68
    • Sharma, M.K.1    Sushil2    Jain, P.K.3
  • 84
    • 84884518700 scopus 로고    scopus 로고
    • An empirical investigation of dynamic capabilities in managing strategic flexibility in manufacturing organizations
    • Singh, D., Singh Oberoi, J. and Singh Ahuja, I. (2013), “An empirical investigation of dynamic capabilities in managing strategic flexibility in manufacturing organizations”, Management Decision, Vol. 51 No. 7, pp. 1442-1461.
    • (2013) Management Decision , vol.51 , Issue.7 , pp. 1442-1461
    • Singh, D.1    Singh Oberoi, J.2    Singh Ahuja, I.3
  • 85
    • 78249284038 scopus 로고    scopus 로고
    • The dynamic interplay of capability strengths and weaknesses: investigating the bases of temporary competitive advantage
    • Sirmon, D.G., Hitt, M.A., Arregle, J.L. and Campbell, J.T. (2010), “The dynamic interplay of capability strengths and weaknesses: investigating the bases of temporary competitive advantage”, Strategic Management Journal, Vol. 31 No. 13, pp. 1386-1409.
    • (2010) Strategic Management Journal , vol.31 , Issue.13 , pp. 1386-1409
    • Sirmon, D.G.1    Hitt, M.A.2    Arregle, J.L.3    Campbell, J.T.4
  • 86
    • 53349141239 scopus 로고    scopus 로고
    • Contingency research in operations management practices
    • Sousa, R. and Voss, C.A. (2008), “Contingency research in operations management practices”, Journal of Operations Management, Vol. 26 No. 6, pp. 697-713.
    • (2008) Journal of Operations Management , vol.26 , Issue.6 , pp. 697-713
    • Sousa, R.1    Voss, C.A.2
  • 87
    • 85026783047 scopus 로고    scopus 로고
    • An investigation of visibility and flexibility as complements to supply chain analytics: an organizational information processing theory perspective
    • Srinivasan, R. and Swink, M. (2017), “An investigation of visibility and flexibility as complements to supply chain analytics: an organizational information processing theory perspective”, Production and Operations Management, available at: https://doi.org/doi:10.1111/poms.12746
    • (2017) Production and Operations Management
    • Srinivasan, R.1    Swink, M.2
  • 88
    • 0029776287 scopus 로고    scopus 로고
    • An empirical study of manufacturing flexibility in printed circuit board assembly
    • Suarez, F.F., Cusumano, M.A. and Fine, C.H. (1996), “An empirical study of manufacturing flexibility in printed circuit board assembly”, Operations Research, Vol. 44 No. 1, pp. 223-240.
    • (1996) Operations Research , vol.44 , Issue.1 , pp. 223-240
    • Suarez, F.F.1    Cusumano, M.A.2    Fine, C.H.3
  • 89
    • 29144483522 scopus 로고    scopus 로고
    • The antecedents of supply chain agility of a firm: scale development and model testing
    • Swafford, P.M., Ghosh, S. and Murthy, N. (2006), “The antecedents of supply chain agility of a firm: scale development and model testing”, Journal of Operations Management, Vol. 24 No. 2, pp. 170-188.
    • (2006) Journal of Operations Management , vol.24 , Issue.2 , pp. 170-188
    • Swafford, P.M.1    Ghosh, S.2    Murthy, N.3
  • 90
    • 56349141072 scopus 로고    scopus 로고
    • Achieving supply chain agility through IT integration and flexibility
    • Swafford, P.M., Ghosh, S. and Murthy, N. (2008), “Achieving supply chain agility through IT integration and flexibility”, International Journal of Production Economics, Vol. 116 No. 2, pp. 288-297.
    • (2008) International Journal of Production Economics , vol.116 , Issue.2 , pp. 288-297
    • Swafford, P.M.1    Ghosh, S.2    Murthy, N.3
  • 91
    • 0023327068 scopus 로고
    • Manufacturing strategy, environmental uncertainty and performance: a path analytic model
    • Swamidass, P.M. and Newell, W.T. (1987), “Manufacturing strategy, environmental uncertainty and performance: a path analytic model”, Management Science, Vol. 33 No. 4, pp. 509-524.
    • (1987) Management Science , vol.33 , Issue.4 , pp. 509-524
    • Swamidass, P.M.1    Newell, W.T.2
  • 92
    • 0342775775 scopus 로고    scopus 로고
    • Dynamic capabilities and strategic management
    • Teece, D.J., Pisano, G. and Shuen, A. (1997), “Dynamic capabilities and strategic management”, Strategic Management Journal, Vol. 18 No. 7, pp. 509-533.
    • (1997) Strategic Management Journal , vol.18 , Issue.7 , pp. 509-533
    • Teece, D.J.1    Pisano, G.2    Shuen, A.3
  • 94
    • 0032624627 scopus 로고    scopus 로고
    • Manufacturing technology and strategy formulation: keys to enhancing competitiveness and improving performance
    • Tracey, M., Vonderembse, M.A. and Lim, J.S. (1999), “Manufacturing technology and strategy formulation: keys to enhancing competitiveness and improving performance”, Journal of Operations Management, Vol. 17 No. 4, pp. 411-428.
    • (1999) Journal of Operations Management , vol.17 , Issue.4 , pp. 411-428
    • Tracey, M.1    Vonderembse, M.A.2    Lim, J.S.3
  • 95
    • 84968118669 scopus 로고
    • The management of manufacturing flexibility
    • Upton, D.M. (1994), “The management of manufacturing flexibility”, California Management Review, Vol. 36 No. 2, pp. 72-89.
    • (1994) California Management Review , vol.36 , Issue.2 , pp. 72-89
    • Upton, D.M.1
  • 96
    • 0030494687 scopus 로고    scopus 로고
    • Toward the flexible form: how to remain vital in hypercompetitive environments
    • Volberda, H.W. (1996), “Toward the flexible form: how to remain vital in hypercompetitive environments”, Organization Science, Vol. 7 No. 4, pp. 359-374.
    • (1996) Organization Science , vol.7 , Issue.4 , pp. 359-374
    • Volberda, H.W.1
  • 97
    • 13244265637 scopus 로고    scopus 로고
    • Benchmarking marketing capabilities for sustainable competitive advantage
    • Vorhies, D.W. and Morgan, N.A. (2005), “Benchmarking marketing capabilities for sustainable competitive advantage”, Journal of Marketing, Vol. 69 No. 1, pp. 80-94.
    • (2005) Journal of Marketing , vol.69 , Issue.1 , pp. 80-94
    • Vorhies, D.W.1    Morgan, N.A.2
  • 98
    • 84862664885 scopus 로고    scopus 로고
    • A comparison of supply chain vulnerability indices for different categories of firms
    • Wagner, S.M. and Neshat, N. (2012), “A comparison of supply chain vulnerability indices for different categories of firms”, International Journal of Production Research, Vol. 50 No. 11, pp. 2877-2891.
    • (2012) International Journal of Production Research , vol.50 , Issue.11 , pp. 2877-2891
    • Wagner, S.M.1    Neshat, N.2
  • 99
    • 84900796645 scopus 로고    scopus 로고
    • Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management
    • Waller, M.A. and Fawcett, S.E. (2013), “Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management”, Journal of Business Logistics, Vol. 34 No. 2, pp. 77-84.
    • (2013) Journal of Business Logistics , vol.34 , Issue.2 , pp. 77-84
    • Waller, M.A.1    Fawcett, S.E.2
  • 100
    • 84962360985 scopus 로고    scopus 로고
    • Big data analytics in logistics and supply chain management: certain investigations for research and applications
    • Wang, G., Gunasekaran, A., Ngai, E.W. and Papadopoulos, T. (2016), “Big data analytics in logistics and supply chain management: certain investigations for research and applications”, International Journal of Production Economics, Vol. 176, pp. 98-110.
    • (2016) International Journal of Production Economics , vol.176 , pp. 98-110
    • Wang, G.1    Gunasekaran, A.2    Ngai, E.W.3    Papadopoulos, T.4
  • 104
    • 84999036761 scopus 로고    scopus 로고
    • A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products
    • Zhang, Y., Ren, S., Liu, Y. and Si, S. (2017), “A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products”, Journal of Cleaner Production, Vol. 142, pp. 626-641.
    • (2017) Journal of Cleaner Production , vol.142 , pp. 626-641
    • Zhang, Y.1    Ren, S.2    Liu, Y.3    Si, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.