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Description: How Small Data Can Inform Big Decisions
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Description: How Small Data Can Inform Big Decisions
How Small Data Can Inform Big Decisions

How Small Data Can Inform Big Decisions

How Small Data Can Inform Big Decisions

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Description: How Small Data Can Inform Big Decisions
How Small Data Can Inform Big Decisions
Abstract
Utility managers often rely on high-level summary data to make important decisions about a utility’s programs, projects, and financial policies. Revenues, budgets, and bulk customer data drive decisions about rates and rate structures, while utility costs typically drive decisions about organizational structure and internal processes. In recent projects, Raftelis Financial Consultants, Inc. (RFC) has successfully partnered with several utilities to use transaction-level billing data analytics to inform utility managers on issues ranging from rate structure impact assessments to the identification of needed policy and process improvements. This paper presents three case studies, each for a different utility, where the power of raw billing data was harnessed to ask and answer important utility management questions. These cases highlight how a variety of high-level utility management decisions can be informed by patterns and findings gleaned from the smallest scale utility billing data.
Utility managers often rely on high-level summary data to make important decisions about a utility’s programs, projects, and financial policies. Revenues, budgets, and bulk customer data drive decisions about rates and rate structures, while utility costs typically drive decisions about organizational structure and internal processes. In recent projects, Raftelis Financial Consultants, Inc....
Author(s)
Henrietta LocklearJennifer FittsChris McPhee
SourceProceedings of the Water Environment Federation
SubjectResearch Article
Document typeConference Paper
PublisherWater Environment Federation
Print publication date Feb, 2016
ISSN1938-6478
DOI10.2175/193864716821123602
Volume / Issue2016 / 1
Content sourceUtility Management Conference
Copyright2016
Word count147

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Description: How Small Data Can Inform Big Decisions
How Small Data Can Inform Big Decisions
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Description: How Small Data Can Inform Big Decisions
How Small Data Can Inform Big Decisions
Abstract
Utility managers often rely on high-level summary data to make important decisions about a utility’s programs, projects, and financial policies. Revenues, budgets, and bulk customer data drive decisions about rates and rate structures, while utility costs typically drive decisions about organizational structure and internal processes. In recent projects, Raftelis Financial Consultants, Inc. (RFC) has successfully partnered with several utilities to use transaction-level billing data analytics to inform utility managers on issues ranging from rate structure impact assessments to the identification of needed policy and process improvements. This paper presents three case studies, each for a different utility, where the power of raw billing data was harnessed to ask and answer important utility management questions. These cases highlight how a variety of high-level utility management decisions can be informed by patterns and findings gleaned from the smallest scale utility billing data.
Utility managers often rely on high-level summary data to make important decisions about a utility’s programs, projects, and financial policies. Revenues, budgets, and bulk customer data drive decisions about rates and rate structures, while utility costs typically drive decisions about organizational structure and internal processes. In recent projects, Raftelis Financial Consultants, Inc....
Author(s)
Henrietta LocklearJennifer FittsChris McPhee
SourceProceedings of the Water Environment Federation
SubjectResearch Article
Document typeConference Paper
PublisherWater Environment Federation
Print publication date Feb, 2016
ISSN1938-6478
DOI10.2175/193864716821123602
Volume / Issue2016 / 1
Content sourceUtility Management Conference
Copyright2016
Word count147

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Henrietta Locklear# Jennifer Fitts# Chris McPhee. How Small Data Can Inform Big Decisions. Alexandria, VA 22314-1994, USA: Water Environment Federation, 2018. Web. 29 Jun. 2025. <https://www.accesswater.org?id=-278928CITANCHOR>.
Henrietta Locklear# Jennifer Fitts# Chris McPhee. How Small Data Can Inform Big Decisions. Alexandria, VA 22314-1994, USA: Water Environment Federation, 2018. Accessed June 29, 2025. https://www.accesswater.org/?id=-278928CITANCHOR.
Henrietta Locklear# Jennifer Fitts# Chris McPhee
How Small Data Can Inform Big Decisions
Access Water
Water Environment Federation
December 22, 2018
June 29, 2025
https://www.accesswater.org/?id=-278928CITANCHOR