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Parsimonious Explanations of Change in Hierarchical Data Human Barman Flip Born Dives Srivastava Dimitrios Gunopulosa a b University of California, Riverside AT&T Labs Research human, DG, Neal cs.UCR.edu
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How to fill out parsimonious explanations of change:

01
Start by identifying the specific change that needs to be explained. This could be a change in a system, process, behavior, or any other relevant aspect.
02
Gather all the necessary information and data related to the change. This may involve conducting research, analyzing previous data, or consulting experts in the field.
03
Clearly define the purpose and goals of your explanation. Determine what you hope to achieve by providing a parsimonious explanation of the change and what key insights or understanding you want to convey.
04
Break down the complex aspects of the change into simpler, more easily understandable concepts. Avoid using technical jargon or complicated terminology that may confuse your audience. Use clear language and straightforward explanations.
05
Prioritize the most significant factors and drivers that have contributed to the change. Concentrate on the key causes and influences rather than getting lost in minor details. Focus on the most essential elements that best explain the change.
06
Use visual aids or illustrative examples to enhance the comprehension of your explanation. Incorporate graphs, charts, diagrams, or case studies to help your audience visualize the change and understand its impact more effectively.
07
Be concise and to the point. A parsimonious explanation aims to provide a succinct and straightforward understanding of the change. Avoid unnecessary elaboration or excessive information that could distract or confuse the reader.

Who needs parsimonious explanations of change?

01
Decision-makers: Business leaders, managers, or policymakers who need to understand the reasons behind a specific change, its potential consequences, and the best course of action.
02
Researchers and analysts: Individuals conducting studies or analysis on changes in various fields, requiring clear explanations to interpret and draw meaningful conclusions from the data.
03
Educators and trainers: Teachers or trainers who aim to educate others about changes in a particular subject area, ensuring the information provided is concise, comprehensible, and easy to grasp.
Ultimately, anyone seeking a clear and concise understanding of a change will benefit from parsimonious explanations. Whether it's professionals, scholars, or individuals looking to learn, parsimony helps simplify complex changes and provides easily digestible insights.
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Parsimonious explanations of change refer to concise and minimalistic explanations that highlight the reasons and justifications for a particular change in a specific context or system.
The individuals or entities responsible for initiating or implementing a change are typically required to file parsimonious explanations of change. This can include project managers, decision-makers, or anyone involved in the change process.
When filling out parsimonious explanations of change, it is important to provide clear and succinct details about the change, the reasons behind it, the expected outcomes, and any supporting evidence or documentation. The focus should be on providing a concise and transparent explanation while avoiding unnecessary or redundant information.
The purpose of parsimonious explanations of change is to enhance understanding and transparency regarding the reasons and justifications for a particular change. By providing concise and clear explanations, stakeholders and decision-makers can make informed decisions, evaluate the impact of the change, and ensure accountability and effective communication throughout the change process.
The information reported on parsimonious explanations of change generally includes a description of the change, the rationale behind it, any relevant data or evidence supporting the change, potential risks and benefits, and the expected outcomes or goals. Additionally, any stakeholders or teams affected by the change may also be mentioned.
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