2009 Data Innovation Metrics 
Supply Chain Shaman
JULY 21, 2022
The selection of metrics is based on prior work with Arizona State University to understand which metrics, in combination, correlate to market capitalization and price to book value. We calculate the results based on public data from the period 2012-2021. Supply Chain Excellence Is Closely Coupled With Product Innovation.
Supply Chain View from the Field
JULY 19, 2013
The article published in question, Knowledge sharing in interorganizational product development teams: the effect of formal and informal socialization mechanisms , was published in the Journal of Production Innovation Management in 2009. Supply Chain Innovation Supply chain Relationships'
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Enterra Insights
DECEMBER 6, 2021
The lifeblood of the Digital Age is data. Between people, businesses, and machines record amounts of data are being generated every day. So why do we need synthetic data? ”[1] Sigal Shaked, CTO and Co-Founder of Datomize, a business that promotes the use of synthetic data, agrees with Lucini’s assessment. .”[1]
Supply Chain Shaman
JUNE 21, 2014
While innovation has slowed in Enterprise Resource Plannning (ERP) and Supply Chain Planning, I am bullish about some of the innovation coming from the supply chain network design technology providers like JDA, Llamasoft and Solvoyo. The strength of your decisions is directly dependent on having accurate data going in.
Supply Chain Shaman
JANUARY 18, 2016
For December 2015, retail sales were the lowest since 2009. Amazon’s innovation is redefining eCommerce faster than Wal-Mart can keep up. To accomplish these processes, companies need to embrace big data architectures for streaming data. The data sets are larger and more complex. What does this mean?
Supply Chain Shaman
NOVEMBER 1, 2015
Leaders will work with technology innovators to build the network of networks ensuring interoperability between networks. Master Data is No Longer a Barrier. Cognitive learning and rules-based ontologies will redefine master data management technologies making them obsolete. Instead, the data model is inside out.
Supply Chain Shaman
APRIL 27, 2022
At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. For the purpose of this article, I will use Return on Invested Capital (ROIC) as the proxy metric to discuss asset utilization.) I never calculated and accounted for the inter-dependencies between metrics.
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