District Health Information Management and Data Validation Comprehensive Guide

Timeline and Protocol for District Data Reporting

• District Data Acquisition: The district data is expected to be finalized and available by the coming weekend. Reports will begin arriving starting from the day after the presentation.

• Validation Template Phase: Once the reports are received, the validation template is utilized to re-examine the data for the specific purposes of error detection and accuracy verification.

• Reporting Deadlines and Hierarchy:

  • Facilities and CHIPS (Community-Based Health Planning and Services): Required to submit their reports between the 1st and 5th of every month.

  • District Level: The district has until the 15th of the month to submit its findings to the Region.

  • Regional Level: The Region has until the 25th of the month to submit the compiled data to the National level.

Fundamental Elements of Data Validation

Data validation is a critical process in health information management. It is defined by three primary elements that must be continuously monitored:

• Accuracy: This involves checking for errors in the raw data entries. It ensures that the numbers provided are correct and reflect the actual health activities performed.

• Timeliness: This refers to the adherence to the deadlines mentioned above (1st–5th for facilities, 15th for districts, 25th for regions). Reports must be provided within the designated window to be considered valid for national planning.

• Completeness: This entails confirming that the report is full and no data fields or facility submissions are missing.

Nutrition Indicators and Reporting Parameters

Nutrition data is grouped based on specific metrics to identify the health status of children within the district:

• Registration and Attendance: Categories include both "registrants" and "attendants." All children measured are categorized by weight status:

  • Underweight.

  • Severely underweight.

  • Moderately underweight.

• Data Integrity Check: The total number of children in the weight categories must always equal the sum total of all attendants and registrants for that reporting period.

• Stunting Growth Metrics: This is defined as "height for age." Data is categorized into:

  • Normal.

  • Moderate stunting.

  • Severe stunting.

• Vitamin A Supplementation:

  • This is assessed by comparing the number of children dosed against the average monthly target.

  • Example Calculation: If the monthly average target is $2007.073$ and the actual number of children dosed in a month is over $3000$, the district is exceeding its performance targets to ensure annual goals are met.

Antenatal Care (ANC) and Postnatal Services (PNC)

Antenatal Services

Data for ANC is spread across facilities to check for accuracy in maternal health reporting:

• Hemoglobin (HP) Checks: Conducted at the time of registration. Specific thresholds monitored include:

  • Patients with < 7\,\text{GM}.

  • Patients with < 11\,\text{GM}.

• Maternal Demographics and Care:

  • Duration of pregnancy and ages of the mothers.

  • Parity (the number of times a woman has given birth to a fetus with a gestational age of 24 weeks or more).

  • Mothers seen at 36 weeks of pregnancy.

  • Provision of insecticide-treated mosquito nets.

Delivery Data

Data is validated against several delivery outcomes and types:

• Total Deliveries: The cumulative amount for the month.

• Delivery Outcomes: Categorized into "fresh" (stillbirth) or "macerated" (stillbirth showing skin changes due to time in the womb).

• Mode of Delivery: Includes SVD (Spontaneous Vaginal Delivery), Vacuum extractions, and C-Sections (CS).

• Regional Target: The district target for skilled delivery is $65\%$. Historically, the district has struggled to meet this target because many women continue to use TBAs (Traditional Birth Attendants) or deliver at home, which is considered unhealthy and unsafe.

Postnatal Services

Postnatal registrars are defined as women seen after delivery. The timing of their follow-up is a key quality indicator:

• Seen on day 1 to 2 post-delivery.

• Seen on day 3 to 7 post-delivery.

Disease Principles and Immunization (EPI)

Malaria Validation Rules

• Testing Requirement: A key validation rule in the district is that every suspected malaria case must be tested before anti-malaria medication is administered.

• Validation Check: If a facility reports 5 malaria cases, the data validation process checks to ensure all 5 cases were tested. Reports where cases were not tested go against the district's performance.

Expanded Program on Immunization (EPI)

The district monitors various antigens and wastage rates for vaccinations. Key antigens include:

• BCG, PCV (Pneumococcal Conjugate Vaccine), Penta (Pentavalent), Polio/OPV (Oral Polio Vaccine), and Measles 2.

• Data Validation Check: Antigens like Penta 1, OPV 1, and PCV 1 are typically administered simultaneously. Therefore, the totals for these doses should theoretically be the same. Discrepancies (e.g., Penta 1 has 5 while OPV 1 has 2) must be investigated and justified.

• Wastage Indicators: Measured by comparing the number of children vaccinated against the total number of doses used from the vials.

• Dropout Rate: This measures the number of children who start the vaccination schedule but do not complete it. It is calculated by comparing third-dose totals (e.g., OPV 3) against first-dose totals (e.g., OPV 1) using the formula: $(\frac{\text{Dose 1} - \text{Dose 3}}{\text{Dose 1}}) \times 100$.

HIV and Family Planning Metrics

HIV Quality Issues

• PMTCT (Prevention of Mother to Child Transmission): Focuses on ANC registrants who were tested, those with known HIV status, and those put on ARVs (Antiretrovirals).

• HTC (HIV Testing and Counseling): Monitoring entry points where testing occurs and specific age group data. Data is primarily sourced from the ART (Antiretroviral Therapy) units at the hospitals.

Family Planning (FP)

• WIFA/WRA: Refers to "Women in Fertility Age" or "Women in Reproductive Age." These terms are used interchangeably and represent the target population for FP.

• FP Acceptor Rate: This is calculated based on $40\%$ of the WIFA population.

• Target Comparison: Monthly figures (e.g., a municipal monthly target of $01/04/1979$) are compared against the actual acceptance rates at the end of each month (e.g., June reports) to measure progress toward annual goals.

Holistic Assessment and District Performance

The District uses a "Holistic Assessment Tool" to evaluate performance under three specific objectives. The tool scores indicators automatically as data is entered.

• Objective 1 (Universal Access to Quality Healthcare): Score of $4.3/5$. Includes clinical indicators like family planning acceptor rates, skilled delivery proportions, and newborns receiving PNC within 48 hours.

• Objective 2: Score of $3.9/5$.

• Objective 3: Score of $4.2/5$.

• Overall Performance Score (2025): The district achieved a total score of $4.1/5$, which is categorized as "Highly Performing."

District Geography and Facilities

• Sub-Districts: There are three sub-districts:

  1. Abeka

  2. Achimwata

  3. Akweteman

• Facility Numbers:

  • 21 CHIPS (Community-Based Health Planning and Services).

  • 21 Private Facilities.

• Specific Named Facilities:

  • Prince of Peace Hospital.

  • District Hospital (Hospital).

  • La Paz.

  • Fadama Health Center.

  • Transformer CHIPS.

  • Nii CHIPS.

Questions & Discussion

Question/Interaction: The instructor asks the intern what she has grabbed so far regarding the data entry process. Response: The intern notes that after opening the tool (DHIMS/DIMMs), they must select the period and the facility, and choose the specific form for entry. Before entering, they must check if the paper report is correct. For example, if a total on the paper is 20 but the individual numbers provided sum up to 10, there is an error that needs correction before entry.

Question/Interaction: The instructor asks about the specific sub-districts and population data. Response: The intern correctly identifies the three sub-districts as Abeka, Achimwata, and Akweteman. The instructor points out that the specific population data for each sub-district is posted on the office board for reference.