# Data Quality **URL:** https://community.dhis2.org/c/implementation/data-quality/58.md [Latest](https://community.dhis2.org/latest.md) · [Categories](https://community.dhis2.org/categories.md) · [Tags](https://community.dhis2.org/tags.md) --- ## [About the Data Quality category](https://community.dhis2.org/t/about-the-data-quality-category/44315)
**Author:** [@maxk](https://community.dhis2.org/u/maxk)\ **Replies:** 0
This category is for discussion related to Data Quality. This can include discussion on how to improve the quality of your data with DHIS2, reports and stories on best practices and real-world results, as well as technic… --- ## [Data Quality Extended, a new generic app by EyeSeeTea](https://community.dhis2.org/t/data-quality-extended-a-new-generic-app-by-eyeseetea/71935)
**Author:** [@eyeseetea](https://community.dhis2.org/u/eyeseetea)\ **Replies:** 6\ **Last updated:** [16 June 2026 09:14 UTC](https://community.dhis2.org/t/data-quality-extended-a-new-generic-app-by-eyeseetea/71935 "2026-06-16T09:14:10Z")
Hello community! We are excited to introduce the latest addition to our DHIS2 Suite: Data Quality Extended. At EyeSeeTea, we believe that open technology is key to building stronger health systems, and that starts with reliable data. We’ve developed this Generic App to help organisations simplify data validation and i… --- ## [Accelerating Tracker 2 Aggregate Analysis](https://community.dhis2.org/t/accelerating-tracker-2-aggregate-analysis/72729)
**Author:** [@zubair](https://community.dhis2.org/u/zubair)\ **Replies:** 5\ **Last updated:** [16 June 2026 06:59 UTC](https://community.dhis2.org/t/accelerating-tracker-2-aggregate-analysis/72729 "2026-06-16T06:59:53Z")
This community innovation has been accepted at the 2026 DHIS2 Annual Conference as a physical poster. Accelerating Tracker 2 Aggregate Analysis Large-scale DHIS2 Tracker implementations often rely on hundreds of Program Indicators for analytics, but as complexity grows, computation can take several hours — cr… --- ## [Enhancing Data Quality in Public Health Reporting: Configuration of WHO Data Quality Tool](https://community.dhis2.org/t/enhancing-data-quality-in-public-health-reporting-configuration-of-who-data-quality-tool/65921)
**Author:** [@minoli85](https://community.dhis2.org/u/minoli85)\ **Replies:** 0\ **Last updated:** [9 June 2025 17:55 UTC](https://community.dhis2.org/t/enhancing-data-quality-in-public-health-reporting-configuration-of-who-data-quality-tool/65921 "2025-06-09T17:55:50Z")
--- ## [Advancing NTD Data Management and Reporting](https://community.dhis2.org/t/advancing-ntd-data-management-and-reporting/65018)
**Author:** [@j.afo](https://community.dhis2.org/u/j.afo)\ **Replies:** 0\ **Last updated:** [19 May 2025 07:33 UTC](https://community.dhis2.org/t/advancing-ntd-data-management-and-reporting/65018 "2025-05-19T07:33:02Z")
This community innovation has been accepted at the 2025 DHIS2 Annual Conference Advancing NTD Data Management and Reporting Our work demonstrates the power of DHIS2 in transforming NTD program management through inn… --- ## [Assessing and improving DHIS2/HMIS data quality](https://community.dhis2.org/t/assessing-and-improving-dhis2-hmis-data-quality/64835)
**Author:** [@vincentmasoo](https://community.dhis2.org/u/vincentmasoo)\ **Replies:** 0\ **Last updated:** [5 May 2025 07:32 UTC](https://community.dhis2.org/t/assessing-and-improving-dhis2-hmis-data-quality/64835 "2025-05-05T07:32:07Z")
This community innovation has been accepted at the 2025 DHIS2 Annual Conference Assessing and improving DHIS2/HMIS data quality Abstract Title: Assessing and Improving Malawi HMIS/DHIS2 Data Quality Over a Decade of… --- ## [Newborn/stillbirth data: IMPULSE CAR and Tanzania](https://community.dhis2.org/t/newborn-stillbirth-data-impulse-car-and-tanzania/64596)
**Author:** [@dshamba](https://community.dhis2.org/u/dshamba)\ **Replies:** 0\ **Last updated:** [21 April 2025 11:03 UTC](https://community.dhis2.org/t/newborn-stillbirth-data-impulse-car-and-tanzania/64596 "2025-04-21T11:03:06Z")
This community innovation has been accepted at the 2025 DHIS2 Annual Conference Newborn/stillbirth data: IMPULSE CAR and Tanzania BACKGROUND: High quality indicator data for newborns and stillbirths is needed for pr… --- ## [Transforming Health Through Data at Bahi Health Centre](https://community.dhis2.org/t/transforming-health-through-data-at-bahi-health-centre/64634)
**Author:** [@LydiaSolomon](https://community.dhis2.org/u/LydiaSolomon)\ **Replies:** 1\ **Last updated:** [24 April 2025 12:44 UTC](https://community.dhis2.org/t/transforming-health-through-data-at-bahi-health-centre/64634 "2025-04-24T12:44:39Z")
At Bahi Health Centre, an inspiring transformation has taken place, driven by the power of data management and a commitment to action. Thanks to targeted initiatives from the District of Excellence (DoE), the team empow… --- ## [Enhancing DHIS2 data quality with Action Plan App](https://community.dhis2.org/t/enhancing-dhis2-data-quality-with-action-plan-app/64441)
**Author:** [@achala](https://community.dhis2.org/u/achala)\ **Replies:** 0\ **Last updated:** [10 April 2025 07:24 UTC](https://community.dhis2.org/t/enhancing-dhis2-data-quality-with-action-plan-app/64441 "2025-04-10T07:24:08Z")
This community innovation has been accepted at the 2025 DHIS2 Annual Conference Enhancing DHIS2 data quality with Action Plan App Ministry of Health of Lao People’s Democratic Republic (Lao PDR) adopted District Hea… --- ## [NHWA Data Quality App: Automating Data Validation](https://community.dhis2.org/t/nhwa-data-quality-app-automating-data-validation/64416)
**Author:** [@ramonjm](https://community.dhis2.org/u/ramonjm)\ **Replies:** 0\ **Last updated:** [8 April 2025 19:12 UTC](https://community.dhis2.org/t/nhwa-data-quality-app-automating-data-validation/64416 "2025-04-08T19:12:53Z")
This community innovation has been accepted at the 2025 DHIS2 Annual Conference NHWA Data Quality App: Automating Data Validation The collection and validation of high-quality health workforce data are essential to … --- ## [DHIS2 Periods conversion from week to month in Analysis](https://community.dhis2.org/t/dhis2-periods-conversion-from-week-to-month-in-analysis/48746)
**Author:** [@kose](https://community.dhis2.org/u/kose)\ **Replies:** 4\ **Last updated:** [8 August 2024 09:18 UTC](https://community.dhis2.org/t/dhis2-periods-conversion-from-week-to-month-in-analysis/48746 "2024-08-08T09:18:56Z")
Hi all, I would like to know if the Periods conversion from weekly to monthly can correctly work in analysis, Considering the fact that some months will start in the middle of the week. I have been searching the doc, … --- ## [Improve Data Quality Using the Introduction of DHIS2 Content Completeness App](https://community.dhis2.org/t/improve-data-quality-using-the-introduction-of-dhis2-content-completeness-app/57959)
**Author:** [@redet](https://community.dhis2.org/u/redet)\ **Replies:** 2\ **Last updated:** [10 June 2024 11:03 UTC](https://community.dhis2.org/t/improve-data-quality-using-the-introduction-of-dhis2-content-completeness-app/57959 "2024-06-10T11:03:23Z")
This abstract has been accepted at the 2024 DHIS2 Annual Conference session link: https://dac2024.dhis2.org/program-schedule/program/50/data-quality-eng-fr Improve Data Quality Using the Introduction of DHIS2 Cont… --- ## [Mis en place d’un système de suivi des programmes au niveau de la division maternité sans risque à travers DHIS2 tracker et Event (Cas de Madagascar)](https://community.dhis2.org/t/mis-en-place-d-un-systeme-de-suivi-des-programmes-au-niveau-de-la-division-maternite-sans-risque-a-travers-dhis2-tracker-et-event-cas-de-madagascar/58817)
**Author:** [@Miora](https://community.dhis2.org/u/Miora)\ **Replies:** 0\ **Last updated:** [23 May 2024 08:05 UTC](https://community.dhis2.org/t/mis-en-place-d-un-systeme-de-suivi-des-programmes-au-niveau-de-la-division-maternite-sans-risque-a-travers-dhis2-tracker-et-event-cas-de-madagascar/58817 "2024-05-23T08:05:10Z")
Ce résumé a été accepté à la2024 DHIS2 Annual Conference L’accouchemet et la a santé de la mère et de l’enfant prennent une place importante dans le développement des pays à faibles revenus, dont Madagascar fait partie.… --- ## [Strengthening Event-Model Data Quality in DHIS2: Lessons Learned for Public Health Programs](https://community.dhis2.org/t/strengthening-event-model-data-quality-in-dhis2-lessons-learned-for-public-health-programs/58069)
**Author:** [@bhansen](https://community.dhis2.org/u/bhansen)\ **Replies:** 2\ **Last updated:** [3 June 2024 20:04 UTC](https://community.dhis2.org/t/strengthening-event-model-data-quality-in-dhis2-lessons-learned-for-public-health-programs/58069 "2024-06-03T20:04:34Z")
This abstract has been accepted at the 2024 DHIS2 Annual Conference Strengthening Event-Model Data Quality in DHIS2: Lessons Learned for Public Health Programs Background: A necessary component to appropriate, evide… --- ## [Enhancing Blood Transfusion Services in Sri Lanka: Implementation of eMSRS, an Electronic Information Management System](https://community.dhis2.org/t/enhancing-blood-transfusion-services-in-sri-lanka-implementation-of-emsrs-an-electronic-information-management-system/58595)
**Author:** [@chaturanga](https://community.dhis2.org/u/chaturanga)\ **Replies:** 0\ **Last updated:** [9 May 2024 06:02 UTC](https://community.dhis2.org/t/enhancing-blood-transfusion-services-in-sri-lanka-implementation-of-emsrs-an-electronic-information-management-system/58595 "2024-05-09T06:02:56Z")
Abstract: This research explores the development and successful implementation of an innovative electronic information management system, eMSRS, aimed at addressing the inherent challenges of the existing paper-based sy… --- ## [In a dataset with categories, how do I access the data element value in one of the dataset category](https://community.dhis2.org/t/in-a-dataset-with-categories-how-do-i-access-the-data-element-value-in-one-of-the-dataset-category/58494)
**Author:** [@christiano\_ben](https://community.dhis2.org/u/christiano_ben)\ **Replies:** 2\ **Last updated:** [7 May 2024 05:43 UTC](https://community.dhis2.org/t/in-a-dataset-with-categories-how-do-i-access-the-data-element-value-in-one-of-the-dataset-category/58494 "2024-05-07T05:43:28Z")
Hello team, I have a dataset that has a category combination. I switch to a dataset category and enter the data to the form for that dataset category, then switch to the next during data entry. The problem comes when I… --- ## [Enhancing Data Quality: Frameworks, Strategies, and Implementation](https://community.dhis2.org/t/enhancing-data-quality-frameworks-strategies-and-implementation/58376)
**Author:** [@Drici\_Ronald](https://community.dhis2.org/u/Drici_Ronald)\ **Replies:** 0\ **Last updated:** [29 April 2024 08:55 UTC](https://community.dhis2.org/t/enhancing-data-quality-frameworks-strategies-and-implementation/58376 "2024-04-29T08:55:52Z")
Measurement of Data Quality: Data quality measurement can vary depending on the context and the specific needs of the organization or country. Generally, it involves assessing various aspects such as accuracy, completene… --- ## [Optimizing Data Quality Assessment (DQA) and Reporting: Lessons Learnt from Self-assessed DQA Implementation on DHIS2 in Nigeria](https://community.dhis2.org/t/optimizing-data-quality-assessment-dqa-and-reporting-lessons-learnt-from-self-assessed-dqa-implementation-on-dhis2-in-nigeria/58133)
**Author:** [@airaoje](https://community.dhis2.org/u/airaoje)\ **Replies:** 0\ **Last updated:** [15 April 2024 10:55 UTC](https://community.dhis2.org/t/optimizing-data-quality-assessment-dqa-and-reporting-lessons-learnt-from-self-assessed-dqa-implementation-on-dhis2-in-nigeria/58133 "2024-04-15T10:55:20Z")
This abstract has been accepted at the 2024 DHIS2 Annual Conference Optimizing Data Quality Assessment (DQA) and Reporting: Lessons Learnt from Self-assessed DQA Implementation on DHIS2 in Nigeria Method : The SDQA … --- ## [How to conclude the data consistency](https://community.dhis2.org/t/how-to-conclude-the-data-consistency/55537)
**Author:** [@Tammy\_Kim](https://community.dhis2.org/u/Tammy_Kim)\ **Replies:** 2\ **Last updated:** [30 October 2023 16:09 UTC](https://community.dhis2.org/t/how-to-conclude-the-data-consistency/55537 "2023-10-30T16:09:22Z")
Hello! While analyzing the data accuracy, the following question came to my mind. When the data hierarchy is higher (e.g., provincial-level, national-level), assessing external consistency is almost impossible without … --- ## [Mismatch between line listing report and event report and event visualizer data](https://community.dhis2.org/t/mismatch-between-line-listing-report-and-event-report-and-event-visualizer-data/54879)
**Author:** [@MELB](https://community.dhis2.org/u/MELB)\ **Replies:** 2\ **Last updated:** [8 September 2023 17:09 UTC](https://community.dhis2.org/t/mismatch-between-line-listing-report-and-event-report-and-event-visualizer-data/54879 "2023-09-08T17:09:53Z")
Hello DHIS2 Community, I wanted to ask if others have been having the issue where line listing app reports are reporting more data than what you are able to visualize in Event report pivot tables and Event Visualizer. … --- ## [Statistical grounds of DHIS2 data quality toolkit](https://community.dhis2.org/t/statistical-grounds-of-dhis2-data-quality-toolkit/54516)
**Author:** [@Tammy\_Kim](https://community.dhis2.org/u/Tammy_Kim)\ **Replies:** 2\ **Last updated:** [21 August 2023 09:15 UTC](https://community.dhis2.org/t/statistical-grounds-of-dhis2-data-quality-toolkit/54516 "2023-08-21T09:15:33Z")
Hello! I am currently assessing the internal consistency of DHIS2 maternal and child health data using R and internal data quality check toolkit referencing the WHO data quality toolkit documents. However, the documents… --- ## [Assessing which cells are zero vs non-entry for a dataset](https://community.dhis2.org/t/assessing-which-cells-are-zero-vs-non-entry-for-a-dataset/53859)
**Author:** [@blairhoo](https://community.dhis2.org/u/blairhoo)\ **Replies:** 1\ **Last updated:** [7 July 2023 15:35 UTC](https://community.dhis2.org/t/assessing-which-cells-are-zero-vs-non-entry-for-a-dataset/53859 "2023-07-07T15:35:59Z")
We have been using downloaded DHIS2 data to construct multi-variable regressions to assess the impact of a comprehensive intervention on maternal and neonatal health outcomes. In the past DHIS2 reported when zeros were e… --- ## [Data Quality session today at 15:00](https://community.dhis2.org/t/data-quality-session-today-at-15-00/43393)
**Author:** [@aliceal](https://community.dhis2.org/u/aliceal)\ **Replies:** 4\ **Last updated:** [5 June 2023 15:18 UTC](https://community.dhis2.org/t/data-quality-session-today-at-15-00/43393 "2023-06-05T15:18:58Z")
Data Quality session today at 15:00 In this session will have three parts. First Scott will present the latest DHIS2 functionalities to support data quality checks. Then Ahn Chu Hong will present the new WHO guidance an… --- ## [District data quality assurance: a training package for monthly use of DHIS2 data quality dashboards at district and health facility levels](https://community.dhis2.org/t/district-data-quality-assurance-a-training-package-for-monthly-use-of-dhis2-data-quality-dashboards-at-district-and-health-facility-levels/51598)
**Author:** [@Scott](https://community.dhis2.org/u/Scott)\ **Replies:** 2\ **Last updated:** [3 February 2023 09:03 UTC](https://community.dhis2.org/t/district-data-quality-assurance-a-training-package-for-monthly-use-of-dhis2-data-quality-dashboards-at-district-and-health-facility-levels/51598 "2023-02-03T09:03:37Z")
This training package aims to improve the quality of routine health facility data through building capacity in the monthly use of District Health Information Software (DHIS)2-based data quality (DQ) tools at district lev… --- ## [Validation rules - Statistical rules](https://community.dhis2.org/t/validation-rules-statistical-rules/50023)
**Author:** [@Norah\_Stoops](https://community.dhis2.org/u/Norah_Stoops)\ **Replies:** 2\ **Last updated:** [12 October 2022 07:12 UTC](https://community.dhis2.org/t/validation-rules-statistical-rules/50023 "2022-10-12T07:12:38Z")
How do I set up a statistical rule in DHIS2 Aggregate. I want a statistical rule that notes when Live birth \<2500gms is more than 10% of Live births Norah --- ## [Completion Rates for Imported data using CSV](https://community.dhis2.org/t/completion-rates-for-imported-data-using-csv/46845)
**Author:** [@Stevekonah](https://community.dhis2.org/u/Stevekonah)\ **Replies:** 3\ **Last updated:** [12 April 2022 11:21 UTC](https://community.dhis2.org/t/completion-rates-for-imported-data-using-csv/46845 "2022-04-12T11:21:46Z")
Hello Community, Just checking if anyone has a way out of managing reporting rates/marking data sets that have been imported via CSV as complete so as to generate accurate reporting rates. I know it is a tough one requi… --- ## [Strengthening Tanzania Health Information Systems through DHIS2 Data Quality Packages](https://community.dhis2.org/t/strengthening-tanzania-health-information-systems-through-dhis2-data-quality-packages/43984)
**Author:** [@Frida](https://community.dhis2.org/u/Frida)\ **Replies:** 2\ **Last updated:** [18 August 2021 10:33 UTC](https://community.dhis2.org/t/strengthening-tanzania-health-information-systems-through-dhis2-data-quality-packages/43984 "2021-08-18T10:33:44Z")
1 . Introduction 1.1 Background In Tanzania, routine health data are mostly generated and collected at the service provision level i.e., health facility, and at the end of each period such as weekly or monthly, health … --- ## [Sept 23 - 14:00 - Data Quality: How to get data quality issues noticed and addressed in DHIS2 Q&A](https://community.dhis2.org/t/sept-23-14-00-data-quality-how-to-get-data-quality-issues-noticed-and-addressed-in-dhis2-q-a/40478)
**Author:** [@Grant.ChapmanClarke](https://community.dhis2.org/u/Grant.ChapmanClarke)\ **Replies:** 8\ **Last updated:** [9 October 2020 09:34 UTC](https://community.dhis2.org/t/sept-23-14-00-data-quality-how-to-get-data-quality-issues-noticed-and-addressed-in-dhis2-q-a/40478 "2020-10-09T09:34:11Z")
In this discussion thread, feel free to ask questions related to the Data Quality: How to get data quality issues noticed and addressed in DHIS2 session of the 2020 DHIS2 Digital Annual Conference. You can post your ques…