Information Technology Competencies, Organizational Agility, and Firm Performance: Enabling and Facilitating Roles
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1,072 citations
Cites background from "Information Technology Competencies..."
...In today’s dynamic and unpredictable markets, firms must be flexible: (1) to allow for the repeated switching of organizational roles; (2) to respond to the changing customer needs and introduction of new digital technologies; and (3) to respond to the intensified competition due to the blurring of market boundaries and removal of entry barriers (Chakravarty et al., 2013; Lee et al., 2015)....
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References
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"Information Technology Competencies..." refers methods in this paper
...Results Our data analysis followed the two-step procedure espoused by Anderson and Gerbing (1988). First, we ran the measurement model to determine the appropriate number of measurement regimes and the psychometric properties of all measurement items (see §3....
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...Results Our data analysis followed the two-step procedure espoused by Anderson and Gerbing (1988). First, we ran the measurement model to determine the appropriate number of measurement regimes and the psychometric properties of all measurement items (see §3.5). The modified Akaike information criterion (MAIC) values for the latent class confirmatory factor analysis models for all dependent variables (i.e., firm performance, entrepreneurial agility, and adaptive agility) and all independent variables (i.e., entrepreneurial agility, adaptive agility, IT competencies, environmental dynamism, and market orientation) show that a single-regime solution is optimal in all cases. We thus establish measurement invariance, in that each measurement model parameter takes only one unique (not multiple) value. Next, to account for measurement error, we compute factor scores and arrive at the aggregate measures for the latent constructs (e.g., Lastovicka and Thamodaran 1991). Following recommendations from Skrondal and Laake (2001) we use blockwise factor scores—specifically, regression factor scores for independent latent constructs and Bartlett factor scores for the dependent latent construct—then apply them in the CLCRA estimation....
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...Our data analysis followed the two-step procedure espoused by Anderson and Gerbing (1988)....
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...With our CLCRA methodology,8 we can 8 We use the two-step approach espoused by Anderson and Gerbing (1988), largely because of our small sample size relative to the number of parameters we estimated (though we correct for measurement error by using factor scores)....
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19,160 citations
"Information Technology Competencies..." refers methods in this paper
...The reliabilities for the latent constructs, calculated using composite scale reliabilities (Bagozzi and Yi 1988): 0....
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...The reliabilities for the latent constructs, calculated using composite scale reliabilities (Bagozzi and Yi 1988): 0.85 for adaptive agility, 0.72 for entrepreneurial agility, and 0.93 for firm performance....
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14,482 citations
"Information Technology Competencies..." refers methods in this paper
...To alleviate common method concerns, we applied Harmon’s single-factor test, using exploratory factor analysis (Podsakoff and Organ 1986)....
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...analysis (Podsakoff and Organ 1986)....
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11,245 citations