Quality Data

Services

From block listing to universe estimation

We cover the complete data cycle: fieldwork, quality control, statistical processing, and delivery.

Methodology

Our fieldwork process

  1. 1

    Listing and counting

    Household listing and counting by city block, with cartographic updates whenever a block has changed from the available mapping.

  2. 2

    Field data collection

    Face-to-face household surveys through our CAPI platform, with GPS geolocation, photo evidence, and audio recording of every interview.

  3. 3

    Callback protocol

    Documented contact attempts and callbacks before authorizing any substitution, aimed at meeting the minimum response rate.

  4. 4

    Quality control

    Field audits and centralized phone verification (back-checks), run by a team independent from field coordinators.

  5. 5

    Processing and delivery

    Database validation, expansion factor calculation, and figure generation through reproducible scripts.

Deliverables

Complete statistical capabilities

Database

In the required formats (.csv, .txt, or others), with GPS coordinates, primary respondent, and location.

Field evidence

GPS, audio, photography, and contact-attempt records for every interview completed.

Expansion factors

Creation, calibration, and adjustment according to the study's sample design.

Reproducible scripts

In R and/or Python for figure generation, documented and deliverable.

Universe estimates

Universe estimation for audience or target-population measurement.

Listing and mapping

Household counts by block and cartographic updates when applicable.

Sampling rigor in the field: we apply strict selection and callback protocols, aimed at meeting the minimum required response rate on seed selections for every study.