Data Quality

Data quality refers to the state of qualitative or quantitative pieces of information. There are many definitions of data quality, but data is generally considered high quality if it is "fit for [its] intended uses in operations, decision making and planning". Moreover, data is deemed of high quality if it correctly represents the real-world construct to which it refers. Furthermore, apart from these definitions, as the number of data sources increases, the question of internal data consistency becomes significant, regardless of fitness for use for any particular external purpose. People's views on data quality can often be in disagreement, even …

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Publications

CSEA: Center for the Study of the Economies of Africa · 23 April 2024 English

institutions. [...] ● Encourage data quality initiatives: SMEs can invest in solutions that enable data cleansing and data validation to address issues regarding data quality.

analysis governance format) tools policies 5.Poor data quality 4.Shortage of 6.Unfamiliarity with affordable on data security best practices. ● Encourage data quality initiatives: SMEs can invest in solutions that data validation to address issues regarding data quality. For additional actions required, refer to CSEA’s


RAND Corporation · 22 April 2024 English

In this report, the authors explore challenges in studying racial bias in police shootings of civilians. They discuss the importance of thinking about bias as a process and its implications …

police shootings faces chal- lenges in both data quality and modeling. Despite these obstacles, policy


ENCR: European Network of Cancer Registries · 19 April 2024 English

87th ENCR Steering Committee (SC) Meeting and Meeting of the JRC-ENCR Management Committee minutes Date and place: 01 February 2024, Videoconference Attendees: ENCR SC (2021-2023), ENCR SC (2024-2026), JRC-ENCR Management …

The research topic “Joining Efforts to Improve Data Quality and Harmonization Among European Population-Based org/research-topics/33889/joining-efforts-to-improve-data-quality-and-harmonization-among-european-population org/research-topics/33889/joining-efforts-to-improve-data-quality-and-harmonization-among-european-population


ENCR: European Network of Cancer Registries · 19 April 2024 English

Corrections/modifications to the received files by the JRC and request for corrections to the registry are detailed in the 1st phase validation report. [...] ENCR Cancer Registries practices survey The …

The research topic “Joining Efforts to Improve Data Quality and Harmonization Among European Population-Based


TPI: The Productivity Institute · 19 April 2024 English

The use of the ONS statistical data in this work does not imply the endorsement of the ONS in relation to the interpretation or analysis of the statistical data. [...] …

Statistics (2023)).38 ONS releases address the data quality and consistency of the ASHE. F.2 Why we compare


PICES: North Pacific Marine Science Organization · 17 April 2024 English

All names and claims expressed in this book of abstracts are solely those of the authors and do not represent those of the PICES Organization, nor those of their affiliated …

of co-produced knowledge: (1) concerns about data quality; (2) beliefs about limitations in useability


AEI: American Enterprise Institute for Public Policy Research · 17 April 2024 English

Abstract Homelessness is arguably the most extreme hardship associated with poverty in the United States, yet people experiencing homelessness are excluded from official poverty statistics and much of the extreme …

Meyer et al. (2023a) for a discussion of HMIS data quality improvements over time. 30 apply equal weight


UNFPA: United Nations Population Fund · 17 April 2024 English

It is important to note that of material in maps do not imply the expression transgender men and non-binary people also experience pregnancy, and that gender-diverse people experience of any …

unspoken among adolescent girls and affect Unequal data quality assumption in policymaking and social and economic by the the availability and quality of data data quality and availability UN Secretary-General. Complications every stitch which in some countries is Unequal data quality of mother – birth registration has connected Disparities in data quality exist from about 80 per cent in the contrast, the best data quality not just across over time, indicating a general improvement in data quality. 84 CHAPTER 3: Counting every stitch been consistently


NHF: National Housing Federation · 17 April 2024 English

National Housing Federation: Supported housing to 2040 Page | 13 voluntary organisations provide 11% of supported housing in England.12 This would bring the total amount of supported housing in England …

(January/February 2024). There have been some issues with data quality for national administrative and survey data


World Bank Group · 17 April 2024 English

Assessment of CPHC data quality completed and a road map for improving CPHC data quality developed (i) Assessment of CPHC data quality completed and road map for improving CPHC data quality developed by MoHFW


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