Holacratic Engineering Management and Innovation

What is the chosen dependent variable for this study?

• Innovation rate

• Revenue per employee

• Efficiency

• IP generation per employee

Answer explanation

The chosen dependent variable for this study is IP generation per employee.

What are the independent variables included in the analysis?

• Governing meeting frequency, Operations meeting frequency, Maximum lean value added time fraction, and Value added work percentage for IP

• None of the above

• Holacraticness, Authority Distribution, System Adaptiveness, Role Definition, and Transparent Equity

• Revenue per employee, IP generation per employee, Efficiency, and Innovation rate

Answer explanation

The independent variables included in the analysis are Revenue per employee, IP generation per employee, Efficiency, and Innovation rate.

What is the data analysis method used in this study?

• Regression

• Hypothesis testing

• Correlation

• Causal analysis

Answer explanation

The data analysis method used in this study is hypothesis testing. It is a statistical method used to test the validity of a hypothesis and determine if there is a significant relationship between variables.

What is the purpose of the MLR in this study?

• To determine the efficacy of HEM

• To determine the average error of the regression model

• To calculate the F statistic

• To establish the relationship between HEM components and dependent variables

Answer explanation

The purpose of the MLR in this study is to establish the relationship between HEM components and dependent variables.

What is the dependent variable in the MLR analysis?

• Revenue

• Company annual reports

• HEM component index

• IP per employee

Answer explanation

The dependent variable in the MLR analysis is IP per employee, which is the correct choice.

Which HEM component negatively impacts innovation performance?

• Authority Distribution

• System Adaptiveness

• Defined Roles

• Holacraticness

Answer explanation

Defined Roles negatively impacts innovation performance as it restricts flexibility and limits the ability to explore new ideas.

According to the MLR results, what are significant predictors of IP per employee?

• Holacraticness, Authority Distribution, System Adaptiveness

• Holacraticness, System Adaptiveness, Defined Roles

• Defined Roles, Transparent Equity, Value Added % for IP

• Authority Distribution, Defined Roles, Transparent Equity

Answer explanation

The significant predictors of IP per employee are Defined Roles, Transparent Equity, and Value Added % for IP.

What is the main limitation of this study?

• Lack of publicly available evidence

• Limited number of companies included in the final analysis

• Inclusion of industries with dissimilar competitive environments

• Missing data on measured variables

Answer explanation

The main limitation of this study is the limited number of companies included in the final analysis. This may affect the generalizability of the findings.