Beyond Induction and Deduction: Research as Abductive Explanation and Falsifiable Insight

Research is commonly described through the opposition between induction and deduction. Induction is said to move from observation to generalization, while deduction moves from theory to consequences or hypotheses. This distinction is useful, but incomplete. It captures important operations within inquiry, yet it does not capture the deeper logic by which research becomes a contribution to knowledge. This paper argues that research, whether empirical, quantitative, theoretical, conceptual, or philosophical, is fundamentally abductive: it contributes when it proposes the best available explanation of a phenomenon, anomaly, pattern, contradiction, or conceptual tension. Induction and deduction remain indispensable, but they function as subordinate movements within a broader abductive process oriented toward intelligibility. The paper further argues that abductive explanation is inseparable from explanatory vulnerability, the liability of any explanation to be weakened, revised, or displaced. Empirical falsifiability is one species of this broader genus; conceptual, interpretive, and normative claims are vulnerable in their own registers. Because an abductive explanation is not absolute truth, it must remain open to counter-evidence, rival explanations, conceptual incoherence, and future revision. The concept of abductive progeny is introduced to describe research outputs as provisional explanatory offspring: born from inquiry, disciplined by evidence and reasoning, and tested by the scholarly world. This reframing preserves the creativity, fallibility, and rigor of research while avoiding both naive inductivism and rigid deductivism. Research, in this view, is the disciplined production of explanatorily vulnerable insight.