Wiley & sas business Series



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Big Data, Big Innovation full

    Figure 8.1   The Innovation Cycle 


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B I G   D A T A ,   B I G   I N N O V A T I O N
external networking. What ’s standard in one industry may be ground-
breaking in another. 
 To come up with good ideas, people need to feel comfortable doing 
so. Ideation is impossible when people are punished for being creative 
and having curiosity. Equally, motivation is impossible without some 
degree of ownership and some form of reward, fi nancial or otherwise. 
Organizations that refuse to acknowledge internal challenges are a 
classic example of this. 
 The manufacturer discussed in Chapter 3 refused to recognize 
that many of their core problems came not from external issues but 
from internal ineffi ciencies. A signifi cant proportion of their business 
model revolved around importing foreign products and distributing 
them domestically. Unfortunately, their volumes were highly volatile; 
if they ordered a thousand of a particular item in any given month, in 
three months they might have received anywhere from fi ve hundred 
to two thousand. 
 Among many other challenges, the organization had developed a 
self-reinforcing culture of accepting the status quo and discouraging 
curiosity. Every attempt by new hires to investigate and resolve the 
source of this uncertainty was discouraged in favor of the existing pro-
cess. In most cases, these new hires eventually left for more supportive 
cultures, further reinforcing the dominant culture. The true irony is that 
that same organization not only had the data to solve their issues but 
was already using relevant simulation and forecasting techniques else-
where in the business to solve the same problem in an unrelated area. 
 Eventually, this culture was a contributing factor to killing the 
organization. Constant profi t erosion and customer dissatisfaction led 
to declining market share. After repeated cycles of downsizing and 
redundancies, they passed the point of no return. 

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