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Table 2 Examples of BDAC review studies

From: A new theoretical understanding of big data analytics capabilities in organizations: a thematic analysis

Source

Method (# online surveys)

Results

[4]

Thematic analysis: 14 firms,

Identified factors are inhibiting organizational BDAC and maximizing its gains with BDA applications

[16]

Quantitative analysis (108) from 108 executive-level technology leaders

BDAC leads to organizational performance

[20]

Quantitative—202 technology leaders in Norwegian firms

Explained the advantages of BDAC to enable and support organization capability

[24]

Quantitative— (297) from Chinese IT managers

Determined BDAC to, directly and indirectly, impact firm performance

[25]

Quantitative—109 case description analysis

Revealed how to establish BDAC for business transformation

[26]

Quantitative (152)

Advances BDAC conceptualization and the role of Analytics Capability Business Strategy Alignment in enhancing organization’s performance

[27]

Quantitative analysis (306)

An organization’s intention for BDA and its competence for maintaining the quality of corporate data and decision making

[28]

Quantitative analysis (161)

Organizational-level BDA use significantly impacts two supply chain value creation types: asset productivity and business growth

[29]

Quantitative (30)

Data and organization domains have a greater impact than technology and support domains

[30]

Qualitative: 3 exploratory case studies

Examined how BDA uses enhanced operations and identified links with operations performance