Your analysis is only as strong as the data behind it. AcademiQ designs rigorous data collection instruments — questionnaires, interview guides, and secondary data retrieval strategies — so you start your analysis with solid, reliable data.
A data collection service supports researchers in designing and executing the data collection phase of their study — the critical bridge between your research questions and the evidence that answers them. Whether you are designing a primary survey, building an interview guide, or retrieving secondary datasets from international databases, the quality and rigour of your data collection strategy directly determines the credibility of your findings.
AcademiQ's PhD-qualified researchers specialise in survey design and questionnaire creation that meets the psychometric standards expected by academic examiners and journal reviewers. This means using validated scales from published literature where available, designing bias-free question wording, applying appropriate response formats (Likert, semantic differential, binary), and structuring the instrument to flow logically from section to section. Every survey is accompanied by a methodology justification you can use directly in your dissertation or paper.
Sampling strategy is another area where students frequently struggle. The distinction between probability and non-probability sampling, the appropriate use of stratified versus purposive versus snowball sampling, and the calculation of minimum sample size using G*Power or similar tools — all of these decisions need to be methodologically justified in your methodology chapter. We handle the full sampling design and provide the written justification alongside the strategy document.
For secondary data retrieval, we work with the major international databases used across economics, finance, health, and social science research: World Bank, IMF, FRED, Compustat (via WRDS), Eurostat, PubMed, OECD, UN Comtrade, and more. We retrieve the specific variables you need, apply appropriate filters and time-period restrictions, and deliver a clean, documented dataset ready for analysis. For web scraping and API-based data collection, we use Python (BeautifulSoup, Scrapy) and relevant platform APIs to extract publicly available structured data systematically and reproducibly.
Validated, bias-free survey instruments using Likert scales, semantic differential, or open-response formats — optimised for your research questions.
Probability and non-probability sampling design: random, stratified, purposive, snowball. Sample size calculation included.
Systematic retrieval from World Bank, IMF, FRED, Compustat, Eurostat, PubMed, and discipline-specific repositories.
Semi-structured interview protocols and focus group guides designed around your research questions and theoretical framework.
Automated data collection from public websites, social media APIs (Twitter/X, LinkedIn), and open government data portals.
Codebooks, variable labels, and data dictionaries so your dataset is ready for analysis and reproducible.
Survey instruments and secondary datasets delivered within 24–72 hours. Urgent requests accommodated.
Every data collection strategy is designed by a researcher who has published with these databases and methods.
Your research topic, data, and identity are protected under strict NDA on every project.
Every design decision comes with written justification ready to paste into your methodology chapter.
Tell us your research questions, variables of interest, target population, and deadline.
We design your instrument or retrieve your dataset, with full sampling justification and documentation.
A clean, documented dataset or instrument delivered on time — ready for analysis. Revisions included.
Researchers needing primary survey data collection instruments and sampling strategies
PhD students designing questionnaires or interview guides for qualitative research
Economics and finance researchers needing secondary datasets from international sources
Mixed-methods researchers integrating multiple data sources into a single study
Share your project details and we'll respond within hours with a plan, timeline, and quote — no commitment required.