Whether centralize or decentralize data scientists. Introduction: Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Question

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Answer 1

Question

Chapter 7, Problem 1DQ

Summary Introduction

To determine:

Whether centralize or decentralize data scientists.

Introduction:

Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Expert Solution & Answer

Explanation of Solution

Given information:

Question scenario based on centralization vs. decentralization.

Data scientist work on different ways based on the situation in hand. Therefore, they require flexibility and the freedom to make decision on their own. Also putting them under scrutiny and pressure will only make their work more routine where they require lot of freedom.

It is best that Data scientists work with more decision making power and freedom and therefore should work better under a decentralized structure. It allows them to be more creative and less under pressure. While decentralized structure would be more efficient would hamper their ability do good work.

Data scientists should work under decentralized structures as that type of a structure offers more freedom and control.

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If you wanted to add a group of big data scientists to a large organization such as PepsiCo, would you centralize the scientists in a central pool at headquarters or decentralize them to separate divisions? Discuss your reasons.

When a company is faced with a complicated problem, what should they do centralize or decentralize decision-making? Explain why.

Why are centralized organizations tend to be more ethical than decentralized ones?What is a an example in which a decentralized organization might be more ethical than a centralized one?

Answer 2

Question

Chapter 7, Problem 1DQ

Summary Introduction

To determine:

Whether centralize or decentralize data scientists.

Introduction:

Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Expert Solution & Answer

Explanation of Solution

Given information:

Question scenario based on centralization vs. decentralization.

Data scientist work on different ways based on the situation in hand. Therefore, they require flexibility and the freedom to make decision on their own. Also putting them under scrutiny and pressure will only make their work more routine where they require lot of freedom.

It is best that Data scientists work with more decision making power and freedom and therefore should work better under a decentralized structure. It allows them to be more creative and less under pressure. While decentralized structure would be more efficient would hamper their ability do good work.

Data scientists should work under decentralized structures as that type of a structure offers more freedom and control.

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Subscribe now to access step-by-step solutions to millions of textbook problems written by subject matter experts!

Answer 3

Question

Chapter 7, Problem 1DQ

Summary Introduction

To determine:

Whether centralize or decentralize data scientists.

Introduction:

Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Expert Solution & Answer

Explanation of Solution

Given information:

Question scenario based on centralization vs. decentralization.

Data scientist work on different ways based on the situation in hand. Therefore, they require flexibility and the freedom to make decision on their own. Also putting them under scrutiny and pressure will only make their work more routine where they require lot of freedom.

It is best that Data scientists work with more decision making power and freedom and therefore should work better under a decentralized structure. It allows them to be more creative and less under pressure. While decentralized structure would be more efficient would hamper their ability do good work.

Data scientists should work under decentralized structures as that type of a structure offers more freedom and control.

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Subscribe now to access step-by-step solutions to millions of textbook problems written by subject matter experts!

Answer 4

Question

Chapter 7, Problem 1DQ

Summary Introduction

To determine:

Whether centralize or decentralize data scientists.

Introduction:

Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Expert Solution & Answer

Explanation of Solution

Given information:

Question scenario based on centralization vs. decentralization.

Data scientist work on different ways based on the situation in hand. Therefore, they require flexibility and the freedom to make decision on their own. Also putting them under scrutiny and pressure will only make their work more routine where they require lot of freedom.

It is best that Data scientists work with more decision making power and freedom and therefore should work better under a decentralized structure. It allows them to be more creative and less under pressure. While decentralized structure would be more efficient would hamper their ability do good work.

Data scientists should work under decentralized structures as that type of a structure offers more freedom and control.

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Subscribe now to access step-by-step solutions to millions of textbook problems written by subject matter experts!

Answer 5

Chapter 7, Problem 1DQ

Summary Introduction

To determine:

Whether centralize or decentralize data scientists.

Introduction:

Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Expert Solution & Answer

Explanation of Solution

Given information:

Question scenario based on centralization vs. decentralization.

Data scientist work on different ways based on the situation in hand. Therefore, they require flexibility and the freedom to make decision on their own. Also putting them under scrutiny and pressure will only make their work more routine where they require lot of freedom.

It is best that Data scientists work with more decision making power and freedom and therefore should work better under a decentralized structure. It allows them to be more creative and less under pressure. While decentralized structure would be more efficient would hamper their ability do good work.

Data scientists should work under decentralized structures as that type of a structure offers more freedom and control.

Answer 6

Chapter 7, Problem 1DQ

Summary Introduction

To determine:

Whether centralize or decentralize data scientists.

Introduction:

Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Expert Solution & Answer

Explanation of Solution

Given information:

Question scenario based on centralization vs. decentralization.

Data scientist work on different ways based on the situation in hand. Therefore, they require flexibility and the freedom to make decision on their own. Also putting them under scrutiny and pressure will only make their work more routine where they require lot of freedom.

It is best that Data scientists work with more decision making power and freedom and therefore should work better under a decentralized structure. It allows them to be more creative and less under pressure. While decentralized structure would be more efficient would hamper their ability do good work.

Data scientists should work under decentralized structures as that type of a structure offers more freedom and control.

Answer 7

Chapter 7, Problem 1DQ

Summary Introduction

To determine:

Whether centralize or decentralize data scientists.

Introduction:

Centralization refers to where authority and decision making are controlled and handled by few individuals and everyone else would follow the instructions given. While decentralization refers to distributing authority and decision making down the line so that everyone shares responsibility.

Answer 8

Expert Solution & Answer

Explanation of Solution

Given information:

Question scenario based on centralization vs. decentralization.

Data scientist work on different ways based on the situation in hand. Therefore, they require flexibility and the freedom to make decision on their own. Also putting them under scrutiny and pressure will only make their work more routine where they require lot of freedom.

It is best that Data scientists work with more decision making power and freedom and therefore should work better under a decentralized structure. It allows them to be more creative and less under pressure. While decentralized structure would be more efficient would hamper their ability do good work.

Data scientists should work under decentralized structures as that type of a structure offers more freedom and control.