Showing posts with label business analytics. Show all posts
Showing posts with label business analytics. Show all posts

The New HR Analytics: Predicting the Economic Value of Your Company's Human Capital Investments Review

The New HR Analytics: Predicting the Economic Value of Your Company's Human Capital Investments
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The New HR Analytics: Predicting the Economic Value of Your Company's Human Capital Investments ReviewDr. Jac continues to set the standard for how to measure HR activities. This book exends his previous work in useful and innovative ways. He has the unique ability to take broad and complex issues like HR metrics and put them into simple and useful frameworks and actions. His work shows that human capital issues are direclty relevant to business success. And, when we quantify the impact of human capital, HR can help businesses grow in the right way.
Well done!!!The New HR Analytics: Predicting the Economic Value of Your Company's Human Capital Investments OverviewIn his landmark book, "The ROI of Human Capital", Jac Fitz-enz presented a system of powerful metrics for quantifying the contributions of individual employees to a company's bottom line. "The New HR Analytics" is another such quantum leap, revealing how to predict the value of future human capital investments. Using Fitz-enz's proprietary analytic model, readers learn how to measure and evaluate past and current returns. By combining those results with focused business intelligence and applying the exclusive analytical tools in the book. Brimming with real world examples and input from thirty top HR practitioners and thought leaders, this groundbreaking book ushers in a new era in human resources and human capital management.

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Reorganize for Resilience: Putting Customers at the Center of Your Business Review

Reorganize for Resilience: Putting Customers at the Center of Your Business
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Reorganize for Resilience: Putting Customers at the Center of Your Business ReviewIn his timely book, Gulati provides CEOS and managers with a wakeup call and a practical tool kit they can use to re-organize their firms to thrive in increasingly turbulent economic conditions. The issues discussed in this book are of importance for small, large and even non-profits. Gulati has done an excellent job of writing in a very readable style that I believe will benefit many firms that are seeking ways to survive and thrive.
The core message of this book is that only those firms attain resilience that are truly able to place their customers at the center of their enterprise. However, implementing this strategy is not easy for most firms. Gulati notes that many of the firms which believe that they are customer centric by virtue of going through the motions of traditional market research may actually be deluding themselves. Even when they do solicit ideas from their customers, they do so through the lens of their products as their focus remains on how the customer experiences their products. Further, most firms get caught up in their day to day operations and processes and forget to keep the customer at the center of their enterprise. Unfortunately, customers "become after thoughts" because firms become distracted and blinded by the rigidity of their internal architecture.
Based on qualitative and quantitative research, Gulati explains that while many firms get locked in self-erected silos and thick internal walls, some firms thrive while embracing brutal competition and demanding customer. What distinguishes these firms?
To answer this critical question, Gulati distills lessons from a broad array of firms. He explains that the key differentiator of these successful firms is not just their curiosity and engagement with their customers and their problems, but the ability to actually turn some of those insights into action.
To achieve this high degree of "customer-centricity" Gulati advises firms to dismantle their rigid "inside-out" organizational architecture and adopt a customer focused "outside-in" mind set with an intense focus on understanding and serving the needs of their customers. Putting the customer in the driver's seat can be accomplished only by radical reorganization. This in turn comes about from their capacity to effectively coordinate the appropriate organizational, human, and social resources for creating products and services that satisfy the real needs of their customers. By becoming nimble and flexible, firms can foster "resilience" to achieve competitive advantage for thriving under adversity.
The book not only provides an answer to the WHY of resilience but also the HOW. Gulati peels away multiple layers to demystify the operative mental models as well as the structural and social architecture of exemplary resilient firms. He explains the features and processes that are related with the five key levers that need to be engaged in reorganization. The five levers are: coordination, cooperation, clout, capability and connection.
I particularly appreciated Gulati's efforts to simultaneously highlight the structural, human, and relationship aspect of each lever. Most important, he provides clear and practical guidance on how to appropriately engage these levers to achieve resilience and customer centricity.
This book is not recommended for leaders who wish to undertake incremental changes. Gulati is blunt in his assessment and advice. While acknowledging that creating resilient organizations is not impossible, he cautions that it is not easy because it requires long term perseverance and consistent effort. He also notes that re-organization can be fraught with heightened concerns and operational chaos. But the eventually rewards can be dramatically positive. Thus, he cautions leadership to be prepared to invest considerable energy in creating companywide commitment.
Since any organizational transformation journey must begin with honest self assessment, I suggest that CEO's and leaders read this book first. After taking a hard look and reorienting their personal mental models, they should require their entire staff to read it. They should then use this book to initiate an honest conversation within their organizations and start preparing their blue prints for achieving "customer-centricity".
Reorganize for Resilience: Putting Customers at the Center of Your Business OverviewIn an era of raging commoditization and eroding profit margins, survival depends on resilience: staying one step ahead of your customers. Sure, most companies say they re customer-focused, but they don t deliver solutions to customers thorniest problems. Why? Because they re stymied by the rigid silos they re organized around. In Reorganize for Resilience, Ranjay Gulati reveals how resilient companies prosper both in good times and bad, driving growth and increasing profitability by immersing themselves in the lives of their customers. This book shows how resilient organizations cut through internal barriers that impede action, build bridges between warring divisions, and transform former competitors into collaborators.Based on more than a decade of research in a variety of industries, and filled with examples from companies including Cisco Systems, La Farge, Starbucks, Best Buy, and Jones Lang LaSalle, Gulati explores the five levers of resilience: Coordination: Connect, eradicate, or restructure silos to enable swift responses. Cooperation: Foster a culture that aligns all employees around the shared goals of customer solutions. Clout: Redistribute power to bridge builders and customer champions. Capability: Develop employees skills at tackling changing customer needs. Connection: Blend partners offerings with yours to provide unique customer solutions.Authoritative and practical, Reorganize for Resilience helps you walk the walk, not just talk the talk, of customer-centricity jump-starting a virtuous cycle of profits, growth, and competitive advantage.

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Handbook of Statistical Analysis and Data Mining Applications Review

Handbook of Statistical Analysis and Data Mining Applications
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Handbook of Statistical Analysis and Data Mining Applications ReviewThe "Handbook of Statistical Analysis & Data Mining Applications" is the finest book I have seen on the subject. It is not only a beautifully crafted book, with numerous color graphs, chart, tables, and screen shots, but the statistical discussion is both clear and comprehensive.
The text does not use only one statistical data mining application to display examples, but provides a rather thorough training in the use of both SAS-Enterprise Miner and STATISTICA Data Miner. A section on SPSS Clementine is also provided, giving comparisons between the various packages. Also employed are STATISTICA's C&RT, CHAID, MARSpline, and other data mining and graphical analytic tools.
The text does not burden the typical data mining researcher with the internals of how the various tools work. It is therefore not steeped in equations. Some are to be found, of course, but the emphasis is on understanding the concepts involved and on how to apply these concepts to real data - which is provided to the reader in terms of data tutorials. Specialized datasets have been prepared by both authors and outside experts in various areas of inquiry ranging from entertainment, financial, engineering, clinical psychology, dentistry, demographics, medical informatics, meteorology, astronomy, and more. Each tutorial is associated with data stored on either the associated CD that comes with the book, or which can be downloaded from a companion web site. Worked out examples of how to use data mining techniques on such data is provided to help the reader gain a solid feel for the data mining enterprise. The final third of the book is devoted to a partial selection of the available tutorials. The two earlier chapters demonstrate how to use data mining software for the analysis of data.
I highly recommend this work to anyone having an interest in data mining. I might also add that the Amazon price of $72.37 is truly excellent for an 864 page academic text, having full color tables and screen shots on some one-third of the pages, plus a CD. A bargain indeed.
Handbook of Statistical Analysis and Data Mining Applications OverviewThe Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook helps one discern the technical and business problem, understand the strengths and weaknesses of modern data mining algorithms, and employ the right statistical methods for practical application. Use this book to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques, and discusses their application to real problems, in ways accessible and beneficial to practitioners across industries - from science and engineering, to medicine, academia and commerce. This handbook brings together, in a single resource, all the information a beginner will need to understand the tools and issues in data mining to build successful data mining solutions.

Written "By Practitioners for Practitioners"
Non-technical explanations build understanding without jargon and equations
Tutorials in numerous fields of study provide step-by-step instruction on how to use supplied tools to build models using Statistica, SAS and SPSS software
Practical advice from successful real-world implementations
Includes extensive case studies, examples, MS PowerPoint slides and datasets
CD-DVD with valuable fully-working 90-day software included: "Complete Data Miner - QC-Miner - Text Miner" bound with book


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