Researchers analysed a large dataset of online reading habits from employees across millions of companies worldwide, including major publications
“Tell me how you read and I’ll tell you who you are.” By analyzing online reading behavior across millions of firms worldwide, a new study out of the Complexity Science Hub (CSH) connects how much information companies consume and how the consumption relates to their size.
“The way companies consume information is reminiscent of biological organisms. They take in, transmit, and transform information to make decisions. As with organisms, there are important size differences. Larger firms tend to consume information more efficiently but face significant challenges in coordination,” says co-author Eddie Lee, from CSH.
The team analyzed a comprehensive dataset of online reading habits from employees across millions of firms worldwide. This dataset, spanning a two-week period, includes major publishers.
“It is the first time that this dataset has been quantitatively analyzed in depth. By getting a closer look on how firms consume information, we discovered new and previously unseen patterns of the knowledge economy”
Economy of scale
The paper, recently published in Royal Society Open Science, reveals that the volume of information firms consume increases more than proportionally with their size. This suggests an “economy of scale” in news consumption, where larger firms have relatively less capital, sales, and fewer employees for the same amount of reading compared to smaller firms. This presents a fascinating and yet unknown aspect of firms.
Large companies often face coordination challenges, perhaps resulting in repetitive and redundant reading. “Beyond a certain threshold, large companies read a greater number of unique pieces of news, which leads to a greater amount of redundancy,” explains Lee.
In addition, big companies tend to accumulate a broader range of reading interests rather than specializing, according to the study. This finding adds a subtlety to the classical idea of labor specialization because increased specialization does not seem to reduce information demand.
Financial performance
“We also show that deviations from the typical trends, particularly in terms of excess reading, are strongly correlated with higher future returns and valuations. This indicates that firms that consume more information than typical for their size tend to perform better financially,” adds Lee.
“There is also evidence that such reading patterns are strongly linked to how innovative firms are as well as the diversity of economic activities they engage in,” adds co-author Alan Kwan, from the University of Hong Kong.
“There is also evidence that such reading patterns are strongly linked to how innovative firms are as well as the diversity of economic activities they engage in,” adds co-author Alan Kwan, from the University of Hong Kong.
About the study
The study “Information consumption and firm size” by Eddie Lee, Alan P. Kwan, Rudolf Hanel, Anjali Bhatt, and Frank Neffke is available in Royal Society Open Science.
