Bodmando Consulting Group

    Data Quality Assessments

    Technical services

    Data Quality Assessments

    At Bodmando Consulting Group, we recognize the critical role of high-quality data in driving informed decision-making. Our Data Quality Assessment (DQA) services are designed to help organizations collect, manage, and report reliable, valid, and accurate data that supports effective programming and policy development.

    Technical services

    Our Approach

    Comprehensive Data Quality Audits

    Our team has extensive experience in designing and implementing data quality audits tailored to meet the specific needs of organizations. We evaluate data systems using proven methodologies, including:

    • Spot Checks: On-the-ground verification of collected data.
    • Back Checks: Cross-verification of data entries with original records.
    • High-Frequency Checks: Regular reviews to identify inconsistencies.
    • Technological Approaches: Use of automated tools for real-time validation.

    Technical services

    Tools and Methodologies

    We leverage a combination of traditional verification methods and technology-driven solutions to perform our data quality assessments efficiently and at scale.

    Tools we use include:

    • Standardized DQA tools customized for client-specific indicators and sectors.
    • Software such as Microsoft Excel, SPSS, and STATA for statistical data cleaning and validation.
    • Qualitative analysis tools such as NVivo and Atlas.ti for coding, validation, and triangulation of qualitative datasets.
    • Use of automated dashboards and scripts to support near real-time quality checks.

    Technical services

    Value to Our Clients

    Through our DQA services, clients benefit from improved credibility and accountability with stakeholders and donors, data-informed program decisions based on trusted and verified evidence, identification of systemic gaps in data collection and management processes, and capacity strengthening of M&E teams through joint assessments and coaching.

    Technical services

    Common Challenges Addressed

    Organizations often face critical challenges that hinder effective data use. Our DQA interventions are designed to help overcome:

    • Incomplete or inconsistent data reporting
    • Lack of standardized data collection tools
    • Weak feedback mechanisms between data producers and users
    • Inadequate documentation and archiving practices
    • Limited internal capacity for routine data quality assurance

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    Bodmando Consulting Group is a feminist international consulting firm

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    +256200903851 / +256708792579

    info@bodmando.org

    First floor, Biira Hilltop Plaza, Kagoma, P.O BOX 112949, Wakiso district, Central Uganda

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