Tag Archives: example

Graphical Analysis


Graphical Analysis

Graphing the data can be utilized for both historical data already available and when analyzing the data resulting from live data collection activities. Of course, you need to pick the right graphical tool as there are a lot of different ways to plot your data. A number of commonly used graphical tools will be covered here. However, note that if one graph fails to reveal anything useful, try another one.

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Force Field Analysis Template

The main idea behind the Force Field Analysis technique is to identify the forces that help or hinder an organization in reaching a goal or a proposed change. It is a decision making technique that can be used by leaders and change agents to analyze the pros and cons of any organizational decision. It is widely used in the fields of organizational change and development, business process management, and social and cultural sciences.

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Prioritization Matrix Template

The main idea behind the Prioritization Matrix is to compare and select the best alternative from a set of options. A basic matrix consists of a set of criteria options and the alternatives under consideration. Start by placing the criteria in the left hand column and the alternatives in the top row. Fill the matrix by ranking the alternatives against each criteria from best to worst. Finally, look at the bottom of the table to make the best decision for your situation.

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Daily Self-Evaluation Template

Whether you are a parent, a student, an employee, a community member, or any combination of these roles, evaluating yourself by the end of the day can tell a lot about the kind of person you are. Self-evaluation is an important first step in being aware of yourself, and self-awareness is the first step to personality development and leading a life of meaning and integrity. The main goal is to make you see what you are doing well and what you need to focus on in order to achieve your personal goals. This allows to identify areas in your life to improve such as health, relationships, career, finance, etc.

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Audit Checklist

An audit checklist is a set of questions that must be answered to verify requirements or standards are being met. It compensates for the limitation of human memory and helps the observer to ensure that nothing is missed or left behind. It enables the observer to better address compliance gaps and provides an opportunity for continuous improvement. Common examples of checklists are: to-do lists, preventive maintenance schedules, safety audit checklists and 5S audit checklists.

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Questionnaire Analysis Report

After collecting the answered questionnaires from your respondents, you have to analyze the data and report the results. This template is used to analyze the collected qualitative data from a large number of individuals and summarize the results in a report. It consists of two worksheets; one that enables you to enter the data of your respondents, and the other is the interpretation of your data in a scorecard format. Further statistical analysis, conclusions and recommendations can be added to the report as needed.

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Matrix Diagram Template

A Matrix Diagram is a table that allows sets of data to be compared to understand the relationship between them. It displays the existence and strength of the relationship between pairs of items of the data sets. The relationship is indicated by a number or symbol in each cell where each two items intersect in the matrix. Matrix diagrams can be useful in a wide range of applications from matching requirements with specifications to assigning responsibilities based on competencies.

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Normal Distribution

Normality Test

Continuous distributions describe variables that take values from a continuous range and can be measured with any degree of accuracy. The commonest and the most useful continuous distribution is the normal distribution. The Normal Distribution is a symmetrical probability distribution where most results are located in the middle and few are spread on both sides. It has the shape of a bell and can entirely be described by its mean and standard deviation. Read more »»

Descriptive Statistics in Minitab

Descriptive Statistics

Minitab is a statistical software that allows you to enter your data to perform a wide range of statistical analyses on that data. It can be used to calculate many types of descriptive statistics including the ones discussed in the Descriptive Statistics article which can tell you a lot about your data in order to make more rational decisions. Descriptive statistics summaries in Minitab can be either quantitative or visual. Read more »»

Descriptive Statistics

Descriptive Statistics

Descriptive statistics are methods of describing the characteristics of a data set. It includes calculating things such as the average of the data, its spread and the shape it produces. It involves describing, summarizing and organizing the data so it can be easily understood. Graphical displays are often used along with the quantitative measures to enable clarity of communication. Descriptive statistics helps exploring and making conclusions about the data in order to make more rational decisions. Read more »»

Matrix Diagram

Matrix Diagram

A Matrix Diagram is a table that allows sets of data to be compared in order to make better decisions. It displays the existence and strength of relationship between pairs of items of two or more sets. The relationship is then indicated by a number or symbol in each cell where the two items intersect in the matrix. A matrix diagram can be used as part of other decision making tools. Cause and Effect Matrix and Quality Function Deployment are examples of tools that use the matrix diagram. Read more »»

Fishbone Diagram

Fishbone Diagram

Sometimes it is difficult to spot problems and only symptoms will be acted on leaving the real causes intact. This indicates lack of information and poor understanding of the problem and leads usually to a weak solution. A Fishbone Diagram is often used to identify and organize the potential causes of a business problem in an easy and understandable format. It is used to identify the sources of process variation which caused the problem to occur. It is called this way because of its shape that looks like a fishbone. It is also called Ishikawa Diagram and Cause and Effect Diagram. Read more »»