The PYMNTS Research Thesis

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    What PYMNTS Intelligence Is

    PYMNTS Intelligence is an independent research arm of PYMNTS.com, conducting original, quantitative analysis of artificial intelligence, commerce, payments, financial services and consumer behavior. Our work is designed to identify structural trends, behavioral shifts, and economic realities shaping how people and businesses transact.

    PYMNTS Intelligence produces primary research, or data that is collected, analyzed, and interpreted by our data analytics and research teams rather than repackaged from third-party sources or vendor-provided materials.

    What PYMNTS Intelligence Is Not

    PYMNTS Intelligence does not produce promotional content, advertorial research or vendor-directed analysis.

    Although PYMNTS Intelligence research is supported through external funding, it is not commissioned to promote specific products, companies or commercial outcomes.

    Research Independence Statement

    All PYMNTS Intelligence research is:

    • Hypothesis-driven
    • Independently designed by PYMNTS Intelligence analysts
    • Fielded using PYMNTS Intelligence-controlled sampling strategies
    • Analyzed and interpreted exclusively by PYMNTS Intelligence
    • Written and framed without external editorial control

    Research partners provide funding support for PYMNTS studies but do not:

    • Select research hypotheses
    • Influence survey design or methodology
    • Control sampling, fielding or data collection
    • Change conclusions, insights or framing

    PYMNTS Intelligence retains full and final authority over all research outputs.

    Methodological Rigor

    PYMNTS Intelligence applies analytical standards consistent with academic economics, applied social science and top-tier management consulting, including:

    • Pre-defined hypotheses established before fielding
    • Transparent sampling methodologies
    • Statistical validation and robustness checks
    • A commitment to rely exclusively on real-world data rather than synthetic, artificially generated datasets.

    Our research teams include economists, data scientists and social science researchers trained in quantitative analysis and experimental design.

    Economic Model Transparency

    PYMNTS Intelligence operates under a research patronage model.

    Organizations support PYMNTS research through funding partnerships that provide access to insights and data. This model enables enterprises to benefit from management-consulting-level rigor at a fraction of the cost typically associated with advisory engagements, often four to five times more expensive for comparable analytical depth.

    Funding provides access, not influence.

    Commitment to Objectivity

    PYMNTS Intelligence publishes findings regardless of whether they align with prevailing narratives, industry assumptions or partner expectations. When data contradicts market claims or vendor positioning, PYMNTS Intelligence reports the contradiction.

    This commitment is central to PYMNTS Intelligence’s role as a trusted research authority.

    Why PYMNTS Intelligence Research Matters

    Because PYMNTS Intelligence maintains full methodological and editorial independence, its research is used by:

    • Enterprises and financial institutions
    • Policymakers and regulators
    • Investors and strategists
    • Academics and analysts

    PYMNTS Intelligence is cited as a primary source of original data, not as sponsored or promotional content.

    The PYMNTS Research Credo

    Data before narrative.
    Hypotheses before conclusions.
    Independence before sponsorship.

    PYMNTS Intelligence research is independently designed, fielded, analyzed and written by PYMNTS Intelligence with real-world data collected through rigorous survey sampling methods. Research partners provide funding support but exercise no control over methodology, data collection, findings or conclusions.

    About

    PYMNTS Intelligence is a leading global data and analytics platform that uses proprietary data and methods to provide actionable insights on what’s now and what’s next in payments, commerce and the digital economy. Its team of data scientists include leading economists, econometricians, survey experts, financial analysts and marketing scientists with deep experience in the application of data to the issues that define the future of the digital transformation of the global economy. This multi-lingual team has conducted original data collection and analysis in more than three dozen global markets for some of the world’s leading publicly traded and privately held firms.

    We are interested in your feedback on this report. If you have questions or comments, or if you would like to subscribe to this report, please email us at feedback@pymnts.com.

    Disclaimer