Statistical metadata and data quality

(a) Develop and establish a more structured content improvement assessment framework, capitalizing on the work already done on quality measurement and quality assessment

2.2 Sources and Quality of Data

Improvement in related metadata and data quality.

IMF informed the Task Force of the implementation and use of its Data Quality Assessment Framework (DQAF) as a tool for surveillance and technical assistance, and for structuring metadata for IMF dissemination standards (the General Data Dissemination System (GDDS) and the Special Data Dissemination Standard (SDDS)).

UNICEF will continue to support multiple indicator cluster surveys (MICS), Demographic and Health Surveys (DHS) and Standardized Monitoring and Assessment for Relief and Transition (SMART), with an emphasis on data quality.

Inventory activities include collecting activity data, selecting methods and emission factors appropriately, estimating anthropogenic GHG emissions by sources and removals by sinks, implementing uncertainty assessment and quality assurance quality control (QA QC) activities, and carrying out procedures for the verification of the inventory data at the national level, as described in these guidelines for national systems.

And so, you're reducing the quality of your data.

While the first data review workshops revealed many data quality problems, solutions were offered and corrections made in subsequent data collections.

Crop condition assessment used data from the NOAA 11 satellite.

Regional workshops were held to train country staff on data quality.

An assessment of data availability will be conducted and the compilation of data from selected countries will commence.

In 2003, the HDRO statistics team developed a strategy for dealing with data gaps, inconsistencies and data quality problems.

The existing state of the health information system and the data collection methodology is such that they not provide for a data base based on which a qualitative assessment of the state of health of the population could be given, nor do they give the possibility for quality planning, management, decision making, ensuring of quality and improvement of effectiveness of the health care protection.

The availability and quality of service based data vary greatly, and such data are rarely collected in a systematic manner.

A proper assessment, Brock argues, depends on the composition and quality of total government spending.

These assessment activities are guided by the UNEG task force on Quality stamp for Evaluation.

The main benefits of that development are improved quality assurance and data integration.

Further, the first global monitoring report will need to reflect the results of global data collection and the assessment of that data.

Other achievements include the implementation of a training and certification policy for user query design and testing (paragraph 147) the completion of an internal assessment of computer risks in the Treasury Division (paragraph 279) documentation of the Atlas helpdesk escalation process (paragraph 150) the update of the data conversion strategy document and implementation of the Atlas data quality dashboard to manage data errors proactively (paragraph 144).

The regions would be the operational units for data and information gathering, analysis, and assessment.

(e) Methods of evaluation of data quality of surveys on the informal sector and informal employment

A quality assessment framework, based on quality frameworks for other statistical standards, such as the 1993 SNA and the Balance of Payments Manual, fifth edition, could be developed for SEEA.

In the context of these developments, combined with ever increasing data sharing and processing agreements, the Task Force felt the need to address the organizations' data dissemination policies and data quality frameworks.

It will assess the data and statistics currently available regarding the extent and prevalence of forms of violence against women, evaluate the quality of the data and identify remaining gaps in data collection.

Target 1 Indicators and data gathering for selected child protection areas and improved quality of situation analyses

(c) Ongoing assessment of available data relating to prospecting and exploration for polymetallic nodules in the CCZ

(b) Improving access to high quality data and information on current and future climate variability and extreme events

Experts noted that the lack of quality data had limited the analysis and understanding of the OFDI phenomenon.

(e) Work towards the harmonization of data collection activities of environment and related statistics with concepts and definitions of environmental economic accounting, including the assurance of data quality.

UNDP will continue to leverage its own Atlas data quality dashboard' to proactively manage data errors and potential risks associated with unapplied deposits, matching exceptions, bank reconciliations and errors.

Quality metadata in order to enable users of the data to judge its fitness for purpose. A key element is a description of how each data point was created

(e) Devising a checklist for the evaluation of data quality of surveys on the informal sector and informal employment

Two main findings to date have been the need for systematic and quality data as well as capacity building.

(a) Assessment by users of the quality and volume of information disseminated regionally and internationally through the print and electronic media outlets.

Sources and methods for data collection are appropriately chosen to ensure timeliness and other aspects of quality, to be cost efficient and to minimize the reporting burden for data providers.

There are no data that might allow the assessment of percentage of women who are part of this group.

And what we do is go through all of those records and exclude everything that's not the highest quality data.

Client satisfaction surveys should be introduced to provide regular feedback on the quality of the data and metadata (see para.

(e) An assessment of the quality and timeliness of reports submitted to intergovernmental policy making and review bodies to facilitate deliberations on Africa.

Decision XVI 10 set out a timetable for completing the survey and the Technology and Economic Assessment Panel assessment. It requested Parties that had not yet done so to submit detailed quarantine and pre shipment data to the Panel before 31 March 2005, using the best available data.

(d) Providing advisory services on gender statistical needs assessment and gender characteristics of data in national and regional statistical databases.

In accordance with the decision to transmit monitoring and assessment data to Iraq, the information received was transmitted to Iraq.

This can be achieved in different ways and at different steps of the process, but it is fundamental to the quality of the assessment.

Good practice covers choice of estimation methods appropriate to national circumstances, quality assurance and quality control at the national level, quantification of uncertainties, and data archiving and reporting to promote transparency Quality control (QC) is a system of routine technical activities to measure and control the quality of the inventory as it is being developed.