Project Quality Assurance

Data Owner	Alberto Lizzi ([e-mail])
Availability in Data Warehouse	Available
Data Refresh Rate	Daily
Accountability Weighted Scoring	30%

For historical reasons, the SESP and PQA Data are stored together.

Downloading the data from the UNDP Data Warehouse, provides a CSV file with the following columns:

• OperatingUnit: Identifies the operational unit associated with the project, indicating the specific geographic or organizational division.

• Bureau: Specifies the bureau within the organization that oversees the project, representing a higher-level administrative grouping.

• isActive: A binary indicator (1 for active, 0 for inactive) showing whether the project is currently active.

• Year: The year associated with the project's data entry, indicating when the project was either initiated or recorded in the system.

• isQA_Eligible: A binary flag (1 for yes, 0 for no) denoting whether the project is eligible for Quality Assurance (QA) processes.

• isQA_Required: Another binary flag (1 for yes, 0 for no) indicating whether the project requires QA based on specific criteria or standards.

• QA_Status: Describes the QA status of the project, such as "Exempted" or "Completed," detailing the outcome of the QA process.

• isSESP_Required: A binary indicator (1 for yes, 0 for no) showing whether the project requires Social and Environmental Standards Screening Procedures (SESP).

• SESP_Status: Reflects the current status of the SESP process for the project, with possible values like "Not Monitored," "Pending," or "Completed."

• ProjectNum_Unified: A unique identifier for each project, allowing for consistent tracking and referencing across different records or databases.

• ApprovedDate: The date and time when the project received approval, formatted as a timestamp, indicating when the project was officially sanctioned.

PQA Statuses

1. Exempted

2. Completed

3. Not Required

4. Pending

5. Ongoing

Project Types

Some project types are exempt from PQA. Here is the full list of project types in the Data Warehouse and whether they are eligible or exempt from PQA.

Project Type	Eligible / Exempt
DEVEF	Exempt
DEVT	Exempt
ENGMT	Exempt
FCORE	Exempt
FNONC	Exempt
FPART	Exempt
GLO	Eligible
INT	Exempt
MGMT	Exempt
MSA	Exempt
PROJM	Exempt
RAF	Eligible
RAP	Eligible
RAS	Eligible
REC	Eligible
RLA	Eligible
RMCOR	Exempt
RMFLC	Exempt
RMPLC	Exempt
SSC	Eligible
UNC	Exempt
UNV	Exempt
CNT	Eligible

Calculation Methodology

1. Filtering by Bureau: Initially, we select projects that are part of specific bureaus, namely "RBA," "RBAP," "RBAS," "RBLAC," "CB," "BPPS," and "RBEC."

2. Further Filtering for QA Required and Active Projects: Among the projects filtered by bureau, we apply additional criteria to focus on those that:

   • Are marked as requiring QA (isQA_Required == 1), indicating that they must undergo Quality Assurance processes based on predefined standards or conditions.

   • Are marked as eligible for QA (isQA_Eligible == 1), indicating that they must undergo Quality Assurance processes based on predefined standards or conditions.

   • Are currently active (isActive == 1), meaning the project is ongoing or has not been concluded or cancelled.

3. Excluding Projects Based on QA Status: From the filtered set, we further exclude projects with an QA status of Exepted, Not Required . This exclusion ensures we focus on projects genuinely engaged with the QA process beyond mere administrative categorization, emphasizing those under evaluation or awaiting completion.

4. Identifying Unique Projects: After applying these filters, we count the number of unique projects by their ProjectNum_Unified identifier. This final step provides the total count of distinct projects meeting all the specified criteria.

5. Define Complete and Incomplete:

   1. Complete: We considered a PQA as "Complete" if the QA Status is Completeand ApprovedDate within the last two years.

   2. Incomplete: The sum of Pending and Ongoing QA statuses as "Incomplete + any projects with Complete status that is older than two years

6. Calculating QA Completion Rate: To calculate the completion rate, we need to determine the total number of projects and the proportion of completed projects. The completion rate is usually expressed as a percentage and can be calculated using the following formula: Completion Rate (%) = (Number of Complete Projects / Total Number of Projects) * 100