Firm Strategy and Outcome Uncertainty in R&D Firms

We evaluate the impact of firm strategy on the variability of future performance for R&D firms and how firm strategy mediates the relation between R&D expenditures and firm outcome uncertainty of sales revenue, earnings, and operating cash flows. Following prior literature, we run exploratory factor analysis using resource allocations in the past towards intended strategy to measure the realized strategy pursued by firms. We find that, in R&D firms, differentiation strategy leads to lower variability of future sales, earnings, and operating cash flows. In contrast, cost leadership strategy leads to higher variability of future sales and operating cash flows, and lower variability of future earnings. Our study is the first, to our knowledge, to empirically document the impact of firm strategy of R&D firms on the variability of various future performance measures. Using mediation analysis, we further document that differentiation strategy negatively mediates the association between R&D expenditures and variability of sales revenue, earnings, and operating cash flows. While cost leadership strategy negatively mediates the association between R&D expenditures and variability of sales and variability cash flows, it positively mediates the association between R&D expenditures and variability of earnings.

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Publication Details

Journal
Journal of risk and financial management
Published
2025-05-23
DOI
https://doi.org/10.3390/jrfm18060292
Primary Topic
Innovation Policy and R&D
Type
article
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article

Firm Strategy and Outcome Uncertainty in R&D Firms

Arindam Tripathy, Ozer Asdemir, Ali Çoşkun, Zhiyan Cao
Journal of risk and financial management
Innovation Policy and R&D
article

Firm Strategy and Outcome Uncertainty in R&D Firms

Arindam Tripathy, Ozer Asdemir, Ali Çoşkun, Zhiyan Cao
article en

Abstract

We evaluate the impact of firm strategy on the variability of future performance for R&D firms and how firm strategy mediates the relation between R&D expenditures and firm outcome uncertainty of sales revenue, earnings, and operating cash flows. Following prior literature, we run exploratory factor analysis using resource allocations in the past towards intended strategy to measure the realized strategy pursued by firms. We find that, in R&D firms, differentiation strategy leads to lower variability of future sales, earnings, and operating cash flows. In contrast, cost leadership strategy leads to higher variability of future sales and operating cash flows, and lower variability of future earnings. Our study is the first, to our knowledge, to empirically document the impact of firm strategy of R&D firms on the variability of various future performance measures. Using mediation analysis, we further document that differentiation strategy negatively mediates the association between R&D expenditures and variability of sales revenue, earnings, and operating cash flows. While cost leadership strategy negatively mediates the association between R&D expenditures and variability of sales and variability cash flows, it positively mediates the association between R&D expenditures and variability of earnings.

Journal of risk and financial managementVol. 18(6)
University of St. Thomas - Minnesota (US), University of Washington Tacoma (US), Boğaziçi University (TR)
Openalex Percentile: Top 84%
Innovation Policy and R&D
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Firm Strategy and Outcome Uncertainty in R&D Firms — Arindam Tripathy, Ozer Asdemir, et al. · Journal of risk and financial management (2025) | TGRS Research Map | TGRS