Considerations on the Relationship Between Accounting Conservatism and Firm Investment Efficiency Based on Large Data Analysis

2020 ◽  
pp. 476-482
Author(s):  
Xuanjun Chen
Keyword(s):  
Data Analysis ◽  
Large Data ◽  
Accounting Conservatism ◽  
Investment Efficiency ◽  
Firm Investment ◽  
Large Data Analysis ◽  
The Relationship

scholarly journals Why Do Experts Solve Complex Problems Using Open Innovation? Evidence from the U.S. Pharmaceutical Industry

2019 ◽  
Vol 62 (1) ◽  
pp. 144-166 ◽  
Author(s):  
Yeolan Lee ◽  
Eric Fong ◽  
Jay Bryan Barney ◽  
Ashton Hawk
Keyword(s):  
Data Analysis ◽  
Open Innovation ◽  
Large Data ◽  
Development Projects ◽  
Pharmaceutical Drug ◽  
Different Types ◽  
Large Data Analysis ◽  
The Relationship ◽  
The U.S ◽  
Closed Innovation

This article investigates how project expertise and complexity jointly impact the decision to adopt open or closed innovation. It identifies four different types of open innovation models—crowdsourcing, coopetition, science-based, and network—and explores the varying conditions of project expertise and complexity under which firms tend to adopt a particular type. Using large data analysis from pharmaceutical drug development projects, the authors find that complexity moderates the relationship between project expertise and the choice of open or closed innovation and that levels of complexity and project expertise vary between different open innovation models.

scholarly journals eRNA: a graphic user interface-based tool optimized for large data analysis from high-throughput RNA sequencing

BMC Genomics ◽  
2014 ◽  
Vol 15 (1) ◽  
pp. 176 ◽  
Author(s):  
Tiezheng Yuan ◽  
Xiaoyi Huang ◽  
Rachel L Dittmar ◽  
Meijun Du ◽  
Manish Kohli ◽  
...  
Keyword(s):  
Data Analysis ◽  
User Interface ◽  
Rna Sequencing ◽  
High Throughput ◽  
Large Data ◽  
Graphic User Interface ◽  
Large Data Analysis
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