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The availability of social media data is growing and represents a new data source for economic research. This paper presents a detailed study on the use of data from a careeroriented social networking platform for measuring employee flows and employer networks. The employment data are exported...
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In 2020, firms expected their innovation expenditures to decrease by about 2% in 2020 compared to 2019. This decline is … much smaller than that in 2009 following the financial crisis, when innovation expenditures fell by 11%. However, smaller … firms with 5 to 99 employees planned to cut their innovation expenditures by 7% to 17 % in 2020. For 2021, firms planned a …
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We analyze the effects of captive off-shoring of innovation activities on the firms' ability to adapt their … Community Innovation Survey to test our hypotheses. We find an inverted u-shape of innovation off-shoring on the effectiveness … of organizational adaptability, implying an optimal threshold value of innovation off-shoring. This value is 11% for …
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