CAPABILITIES — DATA COLLECTION
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Reliable primary data, wherever your research takes you
DataDriven designs and manages quantitative, qualitative and mixed-methods research in Ukraine and international markets. We combine central methodological control with local researchers, sector experts and fieldwork partners to deliver comparable, analysis-ready evidence.
Methods Tailored for Your Assignment
Key-Informant Interviews
Interviews with decision-makers, regulators, executives, programme managers, associations and other institutional stakeholders.
In-Depth Interviews
Individual interviews exploring customer journeys, personal experiences, needs, motivations and barriers.
Expert Interviews
Targeted conversations with sector specialists, investors, researchers, practitioners and market participants.
Focus Group Discussions
Online or in-person moderated discussions used to test products, messages, policies, services and programme concepts.
CAWI — Online Surveys
Online surveys using research panels, client databases, digital recruitment and targeted outreach.
CATI — Phone Surveys
Interviewer-led telephone surveys using contact databases, targeted lists or Random Digit Dialling.
CAPI — Face-to-Face
Face-to-face surveys conducted with digital questionnaires in households, communities, institutions or commercial locations.
PAPI — Paper-Based
Paper-based interviewing for settings where digital data collection is impractical or inappropriate.
Site Visits & Observation
Direct observation of facilities, services, processes and operating conditions at relevant project locations.
Facility & Service Assessments
Assessment of infrastructure, service delivery, accessibility, capacity and compliance with defined criteria.
Third-Party Monitoring
Independent verification of whether programmes, activities and outputs were delivered as planned and reported.
Social Media Listening
Analysis of digital conversations, audience sentiment, emerging narratives and behavioural patterns.
Media Monitoring
Monitoring of traditional media to identify actors, events, risks and market developments.
OSINT
Collection and verification of open-source information to identify actors, networks, assets, events, relationships and emerging risks.
GIS & Spatial Analysis
Mapping and analysis of geographic data to reveal spatial patterns, service coverage, accessibility, regional disparities and priority locations.
Screening Databases
Screening through LexisNexis, World-Check and other specialised databases to identify ownership, sanctions, PEP exposure, adverse media, litigation and reputational risks.
Desk Research
A practical review of reports, databases, regulations, statistics and market sources to establish context, answer research questions and inform decisions.
Literature Review
A structured synthesis of academic and grey literature to assess existing evidence, theoretical approaches, methodological quality, consensus and knowledge gaps.
Specialised Research Assignments
B2B & Specialised Recruitment
We identify and recruit respondents according to their sector, role, expertise and decision-making authority. Target audiences may include executives, business owners, procurement managers, distributors, investors, regulators, healthcare professionals, engineers and association representatives. Recruitment combines industry databases, professional networks, direct outreach, local experts and respondent screening.
Multi-Country Research
We coordinate data collection across several countries through a common methodology and analytical framework. Research tools are adapted to local languages, regulations and market conditions, while qualified in-country researchers provide contextual knowledge and access to relevant respondents. DataDriven manages quality control and integrates country-level findings into a comparable analysis.
Hard-to-Reach & Sensitive Audiences
We develop dedicated recruitment and engagement strategies for respondents who cannot be reached through conventional panels or databases. This may include vulnerable or conflict-affected groups, displaced people, veterans, specialised professionals, senior officials and participants discussing sensitive experiences. Research tools, consent procedures and moderator profiles are adapted to the audience and context.
Rapid & Adaptive Research
When decisions must be made quickly, we develop streamlined research designs that prioritise the most critical evidence. Data collection can be delivered in phases, allowing early findings to inform subsequent interviews, sampling choices and analytical priorities without compromising methodological consistency.
International Outreach
DataDriven works directly across Ukraine, as well as conducts research in other geographies. For international assignments, we engage our team members, and qualified local researchers, moderators, interviewers and sector experts. Our international team and extensive network provide the language capabilities, market access and contextual knowledge required to conduct research worldwide.
Data Delivery Process
Research Design
We define the research questions, target population, sampling approach, respondent categories and most appropriate collection methods.
Tool Development
We prepare questionnaires, interview guides, moderator guides, screening forms, consent materials and observation checklists.
Recruitment & Fieldwork
Respondents are recruited through panels, databases, professional networks, local partners, digital outreach and direct engagement.
Quality Assurance
Tools are piloted before launch. During collection, we monitor sample composition, questionnaire logic, interview quality, response patterns and adherence to research protocols.
Data Processing
Data are cleaned, coded, labelled and documented. Where required, we apply weighting, prepare transcripts and develop thematic coding frameworks.