Why Data are Hard to Value?

Water is undervalued, water data even more so.

 

Splash

What prevents data from getting to impact?

The value of data is best understood when data can be linked to a specific impact, but sometimes that doesn’t happen due to gaps.

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Why are data hard to value? Data’s unique attributes

The value of data is best understood when data can be linked to a specific impact, but sometimes that doesn’t happen due to gaps.

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Why are data hard to value? Data as derived demand

Data are valued for their end use (derived demand). When data are shared and put to use by outside organizations (secondary demand), it is hard to assess their value.

Water flowing through cupped hands

Moving towards valuation by data purpose

Data are collected for different purposes, shaping their potential value. Here we explore common costs associated with data collection and the impact of different data purposes on its attributes and value.

Hand collecting water sample

Valuing public data

Public data are collected because they are essential to government function. We explore what public data are and the implications of charging for data in terms of cost recovery and impacts on data usage.

Jar of Coins

Funding public data

Rapid changes in technology require continual investments to update data infrastructure and ensure data are preserved and available for future use. We look at two examples of public agencies exploring the costs and opportunities of monetizing their data services.

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Data, Information, and Knowledge

What are Data, Information, and Knowledge?

Data, information, and knowledge represent different stages of value creation

Approaches to Valuing Data

Approaches to Valuing Data

This series of articles describe different methods to value data economically.

Data Principles

Core Principles for Water Data

Internet of Water Principles help make public data easier to find, access, and use