Measurement-Driven Quality era
Genichi Taguchi (1980s–1990s) advanced measurement-based quality engineering, introducing robust design and the loss-function concept that ties variation to cost and guides empirical improvement. Walter A. Shewhart originated the Plan-Do-Check-Act cycle, with Deming popularizing it in this era, establishing a measurement-driven loop for continuous process improvement. Robert Camp's benchmarking framework popularized standardized cross-organizational measurement to diagnose gaps and prioritize interventions. Bill Smith and Mikel Harry codified the Six Sigma paradigm as a data-driven DMAIC cycle that links measurement to project-based improvements, becoming a defining hallmark of measurement-driven quality in this period.
Integrated TQM Configurations era
W. Edwards Deming and Joseph M. Juran provided the foundational framing of total quality management as an integrated system, with Deming's System of Profound Knowledge and Juran's Quality Trilogy guiding planning, improvement, and control. Armand Feigenbaum's total quality control framework emphasized organization-wide coordination of quality across functions, a perspective that underpinned the move to integrated TQM configurations in the 2003–2009 era. Mohamed Zairi's work on ISO 9000 implementation and the soft (people-centered) versus hard (technical) elements sharpened the understanding of how configurations align standards with context and culture. In empirical configurational work, researchers argued that bundles of complementary practices—leadership, process management, measurement systems, and supplier collaboration—are the unit of analysis, with contextual and cultural moderators shaping configuration effectiveness.