Evidence-based decisions depend on data that can be trusted, yet many surveys suffer from avoidable design and field problems. Ambiguous questions, unrepresentative samples, long interviews and untested digital forms produce results that look precise but mislead. As organisations shift from paper to tablets and phones, new risks appear around device management, version control, connectivity and the protection of respondent information.

The Advanced Data Collection, Survey Design & Mobile Tools Training Course builds on basic survey knowledge. It opens with research design choices and instrument development, then covers probability and non-probability sampling, weighting and power considerations. A substantial part of the programme is devoted to building sophisticated forms in XLSForm, deploying them on servers, testing them on devices and managing multiple enumerators. The final days concentrate on field operations, quality assurance, cleaning routines and documentation for archiving and sharing.

Learning is laboratory-style: participants build, break and repair forms, simulate field collection and examine incoming data for errors. By the end, each person has a complete survey package including questionnaire, sampling plan, form file, training plan and quality protocol.

By the end of the course, participants will be able to:

• Translate research questions into instruments with valid, reliable and unbiased questions.
• Apply pretesting and cognitive interviewing to refine questionnaires.
• Select sampling designs and calculate sample sizes allowing for clustering and non-response.
• Construct advanced XLSForm surveys with skip logic, constraints, repeats and calculations.
• Configure and administer collection servers, user roles and offline synchronisation.
• Plan enumerator recruitment, training, supervision and field logistics.
• Run back-checks and high-frequency checks to detect errors and fabrication.
• Clean, document and protect data in line with ethical and legal obligations.

The course is aimed at experienced data practitioners and managers, including:

• Monitoring, evaluation and learning specialists
• Survey managers and field coordinators
• Research officers and academic researchers
• Statisticians and data analysts
• Programme managers commissioning household or facility surveys
• Government planning and statistics officers
• Market research and social research consultants
• Data managers supporting digital collection platforms

Participants leave the course with:

• A tested, production-ready XLSForm built for their own study topic.
• A sampling plan with a documented sample size calculation.
• A pretest report format and a revised questionnaire.
• An enumerator training agenda and field supervision checklist.
• A set of high-frequency check rules they can reuse.
• A data management and protection protocol for the project.

The programme is lab-driven, with most time spent building and testing instruments:

• Laptop labs in XLSForm with immediate testing on phones or tablets
• Critique clinics on real questionnaires brought by participants
• Sampling calculations worked through in spreadsheets
• Mock field exercises with deliberately seeded data errors to detect
• One-to-one review of each participant's survey package

On completion of the programme and the lab exercises, each participant is awarded a CPD-accredited Certificate of Completion issued by Vision Reach Global Consultancy.