Data Quality Assessment (DQA) Workshop

Description

Workshops for data quality assessment

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Jordan DQA Checklist 2021

Data Quality Checklist
Document      Added February 23rd, 2017 10:08

DQA Implementation Guide 2021

The DQA checklist includes a summary of all data quality issues found, the significance of these and recommendations for addressing the findings. The report can also include important areas of strength in IP data quality controls and M&E systems if so desired. A plan of action for addressing the weaknesses and/or explaining why the weaknesses cannot be addressed should be made by the IP and included as an annex to the report. The DQ Assessor and IP should agree on a follow-up date for reassessment.
PDF      Added February 23rd, 2017 10:34

Data Quality and Limitations Project

USAID Data Quality StandardsPossible Data Quality Threats/Limitations
Other      Added February 23rd, 2017 10:36

Types of Bias PMP toolkit

Bias ccurs when there is ambiguity. The target population or representative sample should be sharply defined so that there is no room for ambiguity. Definition bias leads to unreliable data if different implementing partners collect data on the same indicator, for example “number of jobs created,” but each partner is using a different definition (in this example, of “jobs created”).
PDF      Added February 23rd, 2017 10:37

Minimize Bias PMP tooklit

Tips to Minimize Bias
Other      Added February 23rd, 2017 10:42

Questions to probe DQ issues

Questions that will help to probe data quality issues
Other      Added February 23rd, 2017 10:45

Tips 12 - Data Quality Standards

These TIPS provide practical advice and suggestions to USAID managers on issues related to performance monitoring and evaluation.
Other      Added February 23rd, 2017 10:49

TIPS 18 - Conducting Data Quality Assessments

These TIPS provide practical advice and suggestions to USAID managers on issues related to performance monitoring and evaluation.
Other      Added February 23rd, 2017 10:51

Exercises and DQ criteria

Standards for data Quality and DQ criteria
Other      Added February 23rd, 2017 11:02

DQA Exercise

Data Quality Assessment Workshop, Data Quality Exercise
Other      Added February 23rd, 2017 11:06